Output: {"type": "text", "file": {"filePath": "/root/.claude/plans/recursive-knitting-river.md", "content": "# \u4f1a\u8bdd\u7ba1\u7406 + \u547d\u4ee4\u6a21\u5f0f + \u539f\u59cb\u8f93\u51fa \u5b9e\u65bd\u8ba1\u5212\n\n> **Status:** Ready for implementation\n\n## Context\n\n\u5f53\u524d Butler-Shell \u53ea\u6709\u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff0c\u7f3a\u5c11\u4ee5\u4e0b\u80fd\u529b\uff1a\n1. \u65e0\u6cd5\u76f4\u63a5\u53d1\u9001\u539f\u59cb\u547d\u4ee4\uff08\u6bcf\u6b21\u90fd\u8d70 LLM \u7406\u89e3\uff09\n2. \u65e0\u6cd5\u83b7\u53d6\u547d\u4ee4\u7684\u539f\u59cb\u8f93\u5165\u8f93\u51fa\uff08\u53ea\u6709 LLM \u603b\u7ed3\uff09\n3. \u65e0\u6cd5\u7ba1\u7406\u4f1a\u8bdd\u751f\u547d\u5468\u671f\uff08\u65b0\u5efa/\u6e05\u7406\uff09\n4. LLM \u4e0a\u4e0b\u6587\u6ca1\u6709\u6301\u4e45\u5316\uff0c\u65e0\u6cd5\u6e05\u7406\n\n## \u9700\u6c42\u62c6\u89e3\n\n### 1. `!` \u524d\u7f00\uff1a\u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\n- `!ls -la` \u2192 \u76f4\u63a5\u6267\u884c `ls -la`\uff0c\u8df3\u8fc7 LLM \u7406\u89e3\n- \u8fd4\u56de\u539f\u59cb\u6587\u672c\u8f93\u51fa\uff0c\u4e0d\u505a LLM \u603b\u7ed3\n- \u5371\u9669\u547d\u4ee4\u68c0\u67e5\u4ecd\u7136\u751f\u6548\n\n### 2. `/new` \u547d\u4ee4\uff1a\u65b0\u5efa\u4f1a\u8bdd\n- \u521b\u5efa\u65b0\u7684 tmux session\uff08\u9012\u589e\u7f16\u53f7\uff09\n- \u6e05\u7a7a LLM \u4e0a\u4e0b\u6587\uff08\u65b0\u4f1a\u8bdd = \u65b0\u4e0a\u4e0b\u6587\uff09\n- \u65e7\u4f1a\u8bdd\u4fdd\u7559\uff08\u53ef\u9009\u540e\u7eed\u6e05\u7406\uff09\n\n### 3. `/clear` \u547d\u4ee4\uff1a\u6e05\u7406 LLM \u4e0a\u4e0b\u6587\n- \u4e0d\u521b\u5efa\u65b0 tmux session\n- \u6e05\u7a7a\u5f53\u524d\u4f1a\u8bdd\u7684 LLM \u5bf9\u8bdd\u5386\u53f2\n- Shell session \u4fdd\u6301\u4e0d\u53d8\n\n### 4. \u539f\u59cb\u8f93\u5165\u8f93\u51fa\n- \u6240\u6709\u4ea4\u4e92\u90fd\u8fd4\u56de `command`\uff08\u5b9e\u9645\u6267\u884c\u7684\u547d\u4ee4\uff09\u548c `raw_output`\uff08\u539f\u59cb\u8f93\u51fa\uff09\n- LLM \u603b\u7ed3\u653e\u5728 `reply` \u5b57\u6bb5\uff0c\u539f\u59cb\u8f93\u51fa\u653e\u5728 `raw_output` \u5b57\u6bb5\n- API \u54cd\u5e94\u7ed3\u6784\u7edf\u4e00\n\n## \u5173\u952e\u8bbe\u8ba1\uff1a\u4f1a\u8bdd = LLM \u4e0a\u4e0b\u6587 + Shell Session \u7ed1\u5b9a\n\n```\nSession = {\n    session_id: \"butler_user123_2\",   # tmux session \u540d\n    user_id: \"user123\",\n    seq: 2,                             # \u4f1a\u8bdd\u5e8f\u53f7\uff0c/new \u9012\u589e\n    llm_context: [                       # LLM \u5bf9\u8bdd\u5386\u53f2\n        {\"role\": \"user\", \"content\": ...},\n        {\"role\": \"assistant\", \"content\": ...},\n    ]\n}\n```\n\n- `/new` \u2192 `seq += 1`\uff0c\u65b0\u5efa tmux session\uff0c\u65b0\u5efa LLM context\n- `/clear` \u2192 \u6e05\u7a7a `llm_context`\uff0ctmux session \u4e0d\u53d8\n\n## \u5b9e\u65bd\u6b65\u9aa4\n\n### Step 1: \u6dfb\u52a0 SessionContext \u7ba1\u7406\u5668\n\n**\u65b0\u5efa\u6587\u4ef6:** `src/butler/session/context.py`\n\n\u7ba1\u7406 LLM \u5bf9\u8bdd\u5386\u53f2\u548c\u4f1a\u8bdd\u6620\u5c04\uff1a\n\n```python\nclass SessionContext:\n    \"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff1aLLM \u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n    session_id: str          # tmux session \u540d\n    user_id: str\n    seq: int                 # \u4f1a\u8bdd\u5e8f\u53f7\n    llm_messages: list[dict] # LLM \u5bf9\u8bdd\u5386\u53f2\n\nclass ContextManager:\n    \"\"\"\u7ba1\u7406\u6240\u6709\u7528\u6237\u7684\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n    _contexts: dict[str, SessionContext]  # user_id -> context\n\n    def get_or_create(self, user_id, tmux) -> SessionContext\n    def new_session(self, user_id, tmux) -> SessionContext\n    def clear_context(self, user_id) -> SessionContext\n    def add_message(self, user_id, role, content) -> None\n```\n\n### Step 2: \u6539\u9020 Agent \u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/agent/__init__.py`\n\n- `understand()` \u63a5\u6536 `llm_messages` \u53c2\u6570\uff0c\u4f20\u5165\u5386\u53f2\u4e0a\u4e0b\u6587\n- `summarize()` \u5c06\u7ed3\u679c\u8ffd\u52a0\u5230 `llm_messages`\n- LLM \u8c03\u7528\u65f6\u643a\u5e26\u5386\u53f2\u6d88\u606f\uff0c\u5b9e\u73b0\u4e0a\u4e0b\u6587\u611f\u77e5\n\n### Step 3: \u6539\u9020 _process_message \u652f\u6301\u547d\u4ee4\u8def\u7531\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/main.py`\n\n\u6d88\u606f\u8def\u7531\u903b\u8f91\uff1a\n\n```\n\u8f93\u5165 content\n  \u251c\u2500 \u4ee5 \"!\" \u5f00\u5934 \u2192 \u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\uff08\u53bb\u6389 \"!\"\uff0c\u8df3\u8fc7 LLM\uff0c\u8fd4\u56de\u539f\u59cb\u8f93\u51fa\uff09\n  \u251c\u2500 \u4ee5 \"/\" \u5f00\u5934 \u2192 \u7cfb\u7edf\u547d\u4ee4\n  \u2502   \u251c\u2500 \"/new\"   \u2192 \u65b0\u5efa\u4f1a\u8bdd\n  \u2502   \u251c\u2500 \"/clear\" \u2192 \u6e05\u7406 LLM \u4e0a\u4e0b\u6587\n  \u2502   \u2514\u2500 \u5176\u4ed6     \u2192 \u8d70 Skill \u7cfb\u7edf\n  \u2514\u2500 \u5176\u4ed6 \u2192 \u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff08\u8d70 LLM \u7406\u89e3 + \u603b\u7ed3\uff09\n```\n\n\u54cd\u5e94\u7e


Output: {"filePath": "/root/.claude/plans/recursive-knitting-river.md", "oldString": "### Step 4: \u66f4\u65b0 Gateway \u56de\u590d\u683c\u5f0f\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/main.py` (GatewayManager)\n\nGateway \u56de\u590d\u65f6\u7528 `reply` \u5b57\u6bb5\u3002\u5bf9\u4e8e\u539f\u59cb\u6a21\u5f0f\uff0c`reply = raw_output`\u3002\n\n---\n\n## \u5173\u952e\u6587\u4ef6\u53d8\u66f4\n\n| \u6587\u4ef6 | \u64cd\u4f5c | \u8bf4\u660e |\n|------|------|------|\n| `src/butler/session/context.py` | \u65b0\u5efa | SessionContext + ContextManager |\n| `src/butler/agent/__init__.py` | \u4fee\u6539 | \u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u5386\u53f2 |\n| `src/butler/main.py` | \u4fee\u6539 | \u547d\u4ee4\u8def\u7531 + \u7edf\u4e00\u54cd\u5e94\u683c\u5f0f |\n| `src/butler/session/wrapper.py` | \u4fee\u6539 | \u652f\u6301\u6309\u5e8f\u53f7\u521b\u5efa session |", "newString": "### Step 4: \u66f4\u65b0 Gateway \u56de\u590d\u683c\u5f0f\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/main.py` (GatewayManager)\n\nGateway \u56de\u590d\u65f6\u7528 `reply` \u5b57\u6bb5\u3002\u5bf9\u4e8e\u539f\u59cb\u6a21\u5f0f\uff0c`reply = raw_output`\u3002\n\n### Step 5: \u6dfb\u52a0 `/help` \u547d\u4ee4 + \u4f7f\u7528\u8bf4\u660e\u6587\u6863\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/main.py`\n\n- `/help` \u547d\u4ee4\u8fd4\u56de\u7b80\u8981\u4f7f\u7528\u8bf4\u660e\n- \u5217\u51fa\u6240\u6709\u53ef\u7528\u547d\u4ee4\uff1a`!`\u3001`/new`\u3001`/clear`\u3001`/help`\n\n**\u65b0\u5efa\u6587\u4ef6:** `docs/usage.md`\n\n- \u5b8c\u6574\u4f7f\u7528\u8bf4\u660e\u6587\u6863\n- \u5305\u542b\uff1a\u547d\u4ee4\u5217\u8868\u3001\u6a21\u5f0f\u8bf4\u660e\u3001\u914d\u7f6e\u65b9\u6cd5\n\n---\n\n## \u5173\u952e\u6587\u4ef6\u53d8\u66f4\n\n| \u6587\u4ef6 | \u64cd\u4f5c | \u8bf4\u660e |\n|------|------|------|\n| `src/butler/session/context.py` | \u65b0\u5efa | SessionContext + ContextManager |\n| `src/butler/agent/__init__.py` | \u4fee\u6539 | \u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u5386\u53f2 |\n| `src/butler/main.py` | \u4fee\u6539 | \u547d\u4ee4\u8def\u7531 + \u7edf\u4e00\u54cd\u5e94\u683c\u5f0f + /help |\n| `src/butler/session/wrapper.py` | \u4fee\u6539 | \u652f\u6301\u6309\u5e8f\u53f7\u521b\u5efa session |\n| `docs/usage.md` | \u65b0\u5efa | \u4f7f\u7528\u8bf4\u660e\u6587\u6863 |", "originalFile": "# \u4f1a\u8bdd\u7ba1\u7406 + \u547d\u4ee4\u6a21\u5f0f + \u539f\u59cb\u8f93\u51fa \u5b9e\u65bd\u8ba1\u5212\n\n> **Status:** Ready for implementation\n\n## Context\n\n\u5f53\u524d Butler-Shell \u53ea\u6709\u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff0c\u7f3a\u5c11\u4ee5\u4e0b\u80fd\u529b\uff1a\n1. \u65e0\u6cd5\u76f4\u63a5\u53d1\u9001\u539f\u59cb\u547d\u4ee4\uff08\u6bcf\u6b21\u90fd\u8d70 LLM \u7406\u89e3\uff09\n2. \u65e0\u6cd5\u83b7\u53d6\u547d\u4ee4\u7684\u539f\u59cb\u8f93\u5165\u8f93\u51fa\uff08\u53ea\u6709 LLM \u603b\u7ed3\uff09\n3. \u65e0\u6cd5\u7ba1\u7406\u4f1a\u8bdd\u751f\u547d\u5468\u671f\uff08\u65b0\u5efa/\u6e05\u7406\uff09\n4. LLM \u4e0a\u4e0b\u6587\u6ca1\u6709\u6301\u4e45\u5316\uff0c\u65e0\u6cd5\u6e05\u7406\n\n## \u9700\u6c42\u62c6\u89e3\n\n### 1. `!` \u524d\u7f00\uff1a\u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\n- `!ls -la` \u2192 \u76f4\u63a5\u6267\u884c `ls -la`\uff0c\u8df3\u8fc7 LLM \u7406\u89e3\n- \u8fd4\u56de\u539f\u59cb\u6587\u672c\u8f93\u51fa\uff0c\u4e0d\u505a LLM \u603b\u7ed3\n- \u5371\u9669\u547d\u4ee4\u68c0\u67e5\u4ecd\u7136\u751f\u6548\n\n### 2. `/new` \u547d\u4ee4\uff1a\u65b0\u5efa\u4f1a\u8bdd\n- \u521b\u5efa\u65b0\u7684 tmux session\uff08\u9012\u589e\u7f16\u53f7\uff09\n- \u6e05\u7a7a LLM \u4e0a\u4e0b\u6587\uff08\u65b0\u4f1a\u8bdd = \u65b0\u4e0a\u4e0b\u6587\uff09\n- \u65e7\u4f1a\u8bdd\u4fdd\u7559\uff08\u53ef\u9009\u540e\u7eed\u6e05\u7406\uff09\n\n### 3. `/clear` \u547d\u4ee4\uff1a\u6e05\u7406 LLM \u4e0a\u4e0b\u6587\n- \u4e0d\u521b\u5efa\u65b0 tmux session\n- \u6e05\u7a7a\u5f53\u524d\u4f1a\u8bdd\u7684 LLM \u5bf9\u8bdd\u5386\u53f2\n- Shell session \u4fdd\u6301\u4e0d\u53d8\n\n### 4. \u539f\u59cb\u8f93\u5165\u8f93\u51fa\n- \u6240\u6709\u4ea4\u4e92\u90fd\u8fd4\u56de `command`\uff08\u5b9e\u9645\u6267\u884c\u7684\u547d\u4ee4\uff09\u548c `raw_output`\uff08\u539f\u59cb\u8f93\u51fa\uff09\n- LLM \u603b\u7ed3\u653e\u5728 `reply` \u5b57\u6bb5\uff0c\u539f\u59cb\u8f93\u51fa\u653e\u5728 `raw_output` \u5b57\u6bb5\n- API \u54cd\u5e94\u7ed3\u6784\u7edf\u4e00\n\n## \u5173\u952e\u8bbe\u8ba1\uff1a\u4f1a\u8bdd = LLM \u4e0a\u4e0b\u6587 + Shell Session \u7ed1\u5b9a\n\n```\nSession = {\n    session_id: \"butler_user123_2\",   # tmux session \u540d\n    user_id: \"user123\",\n    seq: 2,                             # \u4f1a\u8bdd\u5e8f\u53f7\uff0c/new \u9012\u589e\n    llm_context: [                       # LLM \u5bf9\u8bdd\u5386\u53f2\n        {\"role\": \"user\", \"content\": ...},\n        {\"role\": \"assistant\", \"content\": ...},\n    ]\n}\n```\n\n- `/new` \u2192 `seq += 1`\uff0c\u65b0\u5efa tmux session\uff0c\u65b0\u5efa LLM context\n- `/clear` \u2192 \u6e05\u7a7a `llm_context`\uff0ctmux session \u4e0d\u53d8\n\n## \u5b9e\u65bd\u6b65\u9aa4\n\n### Step 1: \u6dfb\u52a0 Session


Output: {"filePath": "/root/.claude/plans/recursive-knitting-river.md", "oldString": "# 6. Telegram \u6d4b\u8bd5\n# \u53d1\u9001 \"!df -h\" \u2192 \u539f\u59cb\u8f93\u51fa\n# \u53d1\u9001 \"\u770b\u4e0b\u78c1\u76d8\u7a7a\u95f4\" \u2192 LLM \u603b\u7ed3\n# \u53d1\u9001 \"/new\" \u2192 \u65b0\u5efa\u4f1a\u8bdd\n```", "newString": "# 6. Telegram \u6d4b\u8bd5\n# \u53d1\u9001 \"!df -h\" \u2192 \u539f\u59cb\u8f93\u51fa\n# \u53d1\u9001 \"\u770b\u4e0b\u78c1\u76d8\u7a7a\u95f4\" \u2192 LLM \u603b\u7ed3\n# \u53d1\u9001 \"/new\" \u2192 \u65b0\u5efa\u4f1a\u8bdd\n# \u53d1\u9001 \"/help\" \u2192 \u663e\u793a\u4f7f\u7528\u8bf4\u660e\n\n# 7. \u68c0\u67e5\u4f7f\u7528\u6587\u6863\ncat docs/usage.md\n```", "originalFile": "# \u4f1a\u8bdd\u7ba1\u7406 + \u547d\u4ee4\u6a21\u5f0f + \u539f\u59cb\u8f93\u51fa \u5b9e\u65bd\u8ba1\u5212\n\n> **Status:** Ready for implementation\n\n## Context\n\n\u5f53\u524d Butler-Shell \u53ea\u6709\u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff0c\u7f3a\u5c11\u4ee5\u4e0b\u80fd\u529b\uff1a\n1. \u65e0\u6cd5\u76f4\u63a5\u53d1\u9001\u539f\u59cb\u547d\u4ee4\uff08\u6bcf\u6b21\u90fd\u8d70 LLM \u7406\u89e3\uff09\n2. \u65e0\u6cd5\u83b7\u53d6\u547d\u4ee4\u7684\u539f\u59cb\u8f93\u5165\u8f93\u51fa\uff08\u53ea\u6709 LLM \u603b\u7ed3\uff09\n3. \u65e0\u6cd5\u7ba1\u7406\u4f1a\u8bdd\u751f\u547d\u5468\u671f\uff08\u65b0\u5efa/\u6e05\u7406\uff09\n4. LLM \u4e0a\u4e0b\u6587\u6ca1\u6709\u6301\u4e45\u5316\uff0c\u65e0\u6cd5\u6e05\u7406\n\n## \u9700\u6c42\u62c6\u89e3\n\n### 1. `!` \u524d\u7f00\uff1a\u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\n- `!ls -la` \u2192 \u76f4\u63a5\u6267\u884c `ls -la`\uff0c\u8df3\u8fc7 LLM \u7406\u89e3\n- \u8fd4\u56de\u539f\u59cb\u6587\u672c\u8f93\u51fa\uff0c\u4e0d\u505a LLM \u603b\u7ed3\n- \u5371\u9669\u547d\u4ee4\u68c0\u67e5\u4ecd\u7136\u751f\u6548\n\n### 2. `/new` \u547d\u4ee4\uff1a\u65b0\u5efa\u4f1a\u8bdd\n- \u521b\u5efa\u65b0\u7684 tmux session\uff08\u9012\u589e\u7f16\u53f7\uff09\n- \u6e05\u7a7a LLM \u4e0a\u4e0b\u6587\uff08\u65b0\u4f1a\u8bdd = \u65b0\u4e0a\u4e0b\u6587\uff09\n- \u65e7\u4f1a\u8bdd\u4fdd\u7559\uff08\u53ef\u9009\u540e\u7eed\u6e05\u7406\uff09\n\n### 3. `/clear` \u547d\u4ee4\uff1a\u6e05\u7406 LLM \u4e0a\u4e0b\u6587\n- \u4e0d\u521b\u5efa\u65b0 tmux session\n- \u6e05\u7a7a\u5f53\u524d\u4f1a\u8bdd\u7684 LLM \u5bf9\u8bdd\u5386\u53f2\n- Shell session \u4fdd\u6301\u4e0d\u53d8\n\n### 4. \u539f\u59cb\u8f93\u5165\u8f93\u51fa\n- \u6240\u6709\u4ea4\u4e92\u90fd\u8fd4\u56de `command`\uff08\u5b9e\u9645\u6267\u884c\u7684\u547d\u4ee4\uff09\u548c `raw_output`\uff08\u539f\u59cb\u8f93\u51fa\uff09\n- LLM \u603b\u7ed3\u653e\u5728 `reply` \u5b57\u6bb5\uff0c\u539f\u59cb\u8f93\u51fa\u653e\u5728 `raw_output` \u5b57\u6bb5\n- API \u54cd\u5e94\u7ed3\u6784\u7edf\u4e00\n\n## \u5173\u952e\u8bbe\u8ba1\uff1a\u4f1a\u8bdd = LLM \u4e0a\u4e0b\u6587 + Shell Session \u7ed1\u5b9a\n\n```\nSession = {\n    session_id: \"butler_user123_2\",   # tmux session \u540d\n    user_id: \"user123\",\n    seq: 2,                             # \u4f1a\u8bdd\u5e8f\u53f7\uff0c/new \u9012\u589e\n    llm_context: [                       # LLM \u5bf9\u8bdd\u5386\u53f2\n        {\"role\": \"user\", \"content\": ...},\n        {\"role\": \"assistant\", \"content\": ...},\n    ]\n}\n```\n\n- `/new` \u2192 `seq += 1`\uff0c\u65b0\u5efa tmux session\uff0c\u65b0\u5efa LLM context\n- `/clear` \u2192 \u6e05\u7a7a `llm_context`\uff0ctmux session \u4e0d\u53d8\n\n## \u5b9e\u65bd\u6b65\u9aa4\n\n### Step 1: \u6dfb\u52a0 SessionContext \u7ba1\u7406\u5668\n\n**\u65b0\u5efa\u6587\u4ef6:** `src/butler/session/context.py`\n\n\u7ba1\u7406 LLM \u5bf9\u8bdd\u5386\u53f2\u548c\u4f1a\u8bdd\u6620\u5c04\uff1a\n\n```python\nclass SessionContext:\n    \"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff1aLLM \u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n    session_id: str          # tmux session \u540d\n    user_id: str\n    seq: int                 # \u4f1a\u8bdd\u5e8f\u53f7\n    llm_messages: list[dict] # LLM \u5bf9\u8bdd\u5386\u53f2\n\nclass ContextManager:\n    \"\"\"\u7ba1\u7406\u6240\u6709\u7528\u6237\u7684\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n    _contexts: dict[str, SessionContext]  # user_id -> context\n\n    def get_or_create(self, user_id, tmux) -> SessionContext\n    def new_session(self, user_id, tmux) -> SessionContext\n    def clear_context(self, user_id) -> SessionContext\n    def add_message(self, user_id, role, content) -> None\n```\n\n### Step 2: \u6539\u9020 Agent \u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/agent/__init__.py`\n\n- `understand()` \u63a5\u6536 `llm_messages` \u53c2\u6570\uff0c\u4f20\u5165\u5386\u53f2\u4e0a\u4e0b\u6587\n- `summarize()` \u5c06\u7ed3\u679c\u8ffd\u52a0\u5230 `llm_messages`\n- LLM \u8c03\u7528\u65f6\u643a\u5e26\u5386\u53f2\u6d88\u606f\uff0c\u5b9e\u73b0\u4e0a\u4e0b\u6587\u611f\u77e5\n\n### Step 3: \u6539\u9020 _process_message \u652f\u6301\u547d\u4ee4\u8def\u7531\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/main.py`\n\n\u6d88\u606f\u8def\u7531\u903b\u8f91\uff1a\n\n```\n\u8f93\u5165 content\n  \u251c\u2500 \u4


Output: {"plan": "# \u4f1a\u8bdd\u7ba1\u7406 + \u547d\u4ee4\u6a21\u5f0f + \u539f\u59cb\u8f93\u51fa \u5b9e\u65bd\u8ba1\u5212\n\n> **Status:** Ready for implementation\n\n## Context\n\n\u5f53\u524d Butler-Shell \u53ea\u6709\u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff0c\u7f3a\u5c11\u4ee5\u4e0b\u80fd\u529b\uff1a\n1. \u65e0\u6cd5\u76f4\u63a5\u53d1\u9001\u539f\u59cb\u547d\u4ee4\uff08\u6bcf\u6b21\u90fd\u8d70 LLM \u7406\u89e3\uff09\n2. \u65e0\u6cd5\u83b7\u53d6\u547d\u4ee4\u7684\u539f\u59cb\u8f93\u5165\u8f93\u51fa\uff08\u53ea\u6709 LLM \u603b\u7ed3\uff09\n3. \u65e0\u6cd5\u7ba1\u7406\u4f1a\u8bdd\u751f\u547d\u5468\u671f\uff08\u65b0\u5efa/\u6e05\u7406\uff09\n4. LLM \u4e0a\u4e0b\u6587\u6ca1\u6709\u6301\u4e45\u5316\uff0c\u65e0\u6cd5\u6e05\u7406\n\n## \u9700\u6c42\u62c6\u89e3\n\n### 1. `!` \u524d\u7f00\uff1a\u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\n- `!ls -la` \u2192 \u76f4\u63a5\u6267\u884c `ls -la`\uff0c\u8df3\u8fc7 LLM \u7406\u89e3\n- \u8fd4\u56de\u539f\u59cb\u6587\u672c\u8f93\u51fa\uff0c\u4e0d\u505a LLM \u603b\u7ed3\n- \u5371\u9669\u547d\u4ee4\u68c0\u67e5\u4ecd\u7136\u751f\u6548\n\n### 2. `/new` \u547d\u4ee4\uff1a\u65b0\u5efa\u4f1a\u8bdd\n- \u521b\u5efa\u65b0\u7684 tmux session\uff08\u9012\u589e\u7f16\u53f7\uff09\n- \u6e05\u7a7a LLM \u4e0a\u4e0b\u6587\uff08\u65b0\u4f1a\u8bdd = \u65b0\u4e0a\u4e0b\u6587\uff09\n- \u65e7\u4f1a\u8bdd\u4fdd\u7559\uff08\u53ef\u9009\u540e\u7eed\u6e05\u7406\uff09\n\n### 3. `/clear` \u547d\u4ee4\uff1a\u6e05\u7406 LLM \u4e0a\u4e0b\u6587\n- \u4e0d\u521b\u5efa\u65b0 tmux session\n- \u6e05\u7a7a\u5f53\u524d\u4f1a\u8bdd\u7684 LLM \u5bf9\u8bdd\u5386\u53f2\n- Shell session \u4fdd\u6301\u4e0d\u53d8\n\n### 4. \u539f\u59cb\u8f93\u5165\u8f93\u51fa\n- \u6240\u6709\u4ea4\u4e92\u90fd\u8fd4\u56de `command`\uff08\u5b9e\u9645\u6267\u884c\u7684\u547d\u4ee4\uff09\u548c `raw_output`\uff08\u539f\u59cb\u8f93\u51fa\uff09\n- LLM \u603b\u7ed3\u653e\u5728 `reply` \u5b57\u6bb5\uff0c\u539f\u59cb\u8f93\u51fa\u653e\u5728 `raw_output` \u5b57\u6bb5\n- API \u54cd\u5e94\u7ed3\u6784\u7edf\u4e00\n\n## \u5173\u952e\u8bbe\u8ba1\uff1a\u4f1a\u8bdd = LLM \u4e0a\u4e0b\u6587 + Shell Session \u7ed1\u5b9a\n\n```\nSession = {\n    session_id: \"butler_user123_2\",   # tmux session \u540d\n    user_id: \"user123\",\n    seq: 2,                             # \u4f1a\u8bdd\u5e8f\u53f7\uff0c/new \u9012\u589e\n    llm_context: [                       # LLM \u5bf9\u8bdd\u5386\u53f2\n        {\"role\": \"user\", \"content\": ...},\n        {\"role\": \"assistant\", \"content\": ...},\n    ]\n}\n```\n\n- `/new` \u2192 `seq += 1`\uff0c\u65b0\u5efa tmux session\uff0c\u65b0\u5efa LLM context\n- `/clear` \u2192 \u6e05\u7a7a `llm_context`\uff0ctmux session \u4e0d\u53d8\n\n## \u5b9e\u65bd\u6b65\u9aa4\n\n### Step 1: \u6dfb\u52a0 SessionContext \u7ba1\u7406\u5668\n\n**\u65b0\u5efa\u6587\u4ef6:** `src/butler/session/context.py`\n\n\u7ba1\u7406 LLM \u5bf9\u8bdd\u5386\u53f2\u548c\u4f1a\u8bdd\u6620\u5c04\uff1a\n\n```python\nclass SessionContext:\n    \"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff1aLLM \u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n    session_id: str          # tmux session \u540d\n    user_id: str\n    seq: int                 # \u4f1a\u8bdd\u5e8f\u53f7\n    llm_messages: list[dict] # LLM \u5bf9\u8bdd\u5386\u53f2\n\nclass ContextManager:\n    \"\"\"\u7ba1\u7406\u6240\u6709\u7528\u6237\u7684\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n    _contexts: dict[str, SessionContext]  # user_id -> context\n\n    def get_or_create(self, user_id, tmux) -> SessionContext\n    def new_session(self, user_id, tmux) -> SessionContext\n    def clear_context(self, user_id) -> SessionContext\n    def add_message(self, user_id, role, content) -> None\n```\n\n### Step 2: \u6539\u9020 Agent \u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/agent/__init__.py`\n\n- `understand()` \u63a5\u6536 `llm_messages` \u53c2\u6570\uff0c\u4f20\u5165\u5386\u53f2\u4e0a\u4e0b\u6587\n- `summarize()` \u5c06\u7ed3\u679c\u8ffd\u52a0\u5230 `llm_messages`\n- LLM \u8c03\u7528\u65f6\u643a\u5e26\u5386\u53f2\u6d88\u606f\uff0c\u5b9e\u73b0\u4e0a\u4e0b\u6587\u611f\u77e5\n\n### Step 3: \u6539\u9020 _process_message \u652f\u6301\u547d\u4ee4\u8def\u7531\n\n**\u4fee\u6539\u6587\u4ef6:** `src/butler/main.py`\n\n\u6d88\u606f\u8def\u7531\u903b\u8f91\uff1a\n\n```\n\u8f93\u5165 content\n  \u251c\u2500 \u4ee5 \"!\" \u5f00\u5934 \u2192 \u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\uff08\u53bb\u6389 \"!\"\uff0c\u8df3\u8fc7 LLM\uff0c\u8fd4\u56de\u539f\u59cb\u8f93\u51fa\uff09\n  \u251c\u2500 \u4ee5 \"/\" \u5f00\u5934 \u2192 \u7cfb\u7edf\u547d\u4ee4\n  \u2502   \u251c\u2500 \"/new\"   \u2192 \u65b0\u5efa\u4f1a\u8bdd\n  \u2502   \u251c\u2500 \"/clear\" \u2192 \u6e05\u7406 LLM \u4e0a\u4e0b\u6587\n  \u2502   \u2514\u2500 \u5176\u4ed6     \u2192 \u8d70 Skill \u7cfb\u7edf\n  \u2514\u2500 \u5176\u4ed6 \u2192 \u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff08\u8d70 LLM \u7406\u89e3 + \u603b\u7ed3\uff09\n```\n\n\u54cd\u5e94\u7ed3\u6784\u7edf\u4e00\uff1a\n\n```python\n{\n    \"reply\": \"\u81ea\u7136\u8bed\u8a00\u603b


Output: {"task": {"id": "16", "subject": "\u521b\u5efa SessionContext + ContextManager"}}


Output: {"task": {"id": "17", "subject": "Agent \u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u5386\u53f2"}}


Output: {"task": {"id": "18", "subject": "_process_message \u547d\u4ee4\u8def\u7531 + \u7edf\u4e00\u54cd\u5e94"}}


Output: {"task": {"id": "19", "subject": "TmuxWrapper \u652f\u6301\u6309\u5e8f\u53f7\u521b\u5efa session"}}


Output: {"task": {"id": "20", "subject": "\u4f7f\u7528\u8bf4\u660e\u6587\u6863 + /help \u547d\u4ee4"}}


Output: {"task": {"id": "21", "subject": "\u8fd0\u884c\u6d4b\u8bd5\u9a8c\u8bc1"}}


Output: {"type": "text", "file": {"filePath": "/root/projects/qq-shell/src/butler/session/wrapper.py", "content": "\"\"\"Tmux \u4f1a\u8bdd\u5c01\u88c5\u5668\u3002\"\"\"\n\nimport subprocess\nfrom pathlib import Path\nfrom typing import Final, Optional\n\nfrom butler.session.state import PtyState, SessionMode\n\n\nclass TmuxWrapper:\n    \"\"\"tmux \u4f1a\u8bdd\u5c01\u88c5\u5668\uff0c\u5904\u7406\u5e95\u5c42 PTY \u4ea4\u4e92\u3002\"\"\"\n\n    INTERACTIVE_PROCESSES: Final[frozenset[str]] = frozenset([\n        \"vim\", \"nvim\", \"vi\",\n        \"top\", \"htop\", \"btop\",\n        \"less\", \"more\", \"man\",\n        \"claude\", \"aider\",\n        \"python\", \"node\", \"irb\", \"ipython\",\n    ])\n\n    SPECIAL_KEYS: Final[dict[str, str]] = {\n        \"C-c\": \"C-c\", \"C-d\": \"C-d\", \"C-z\": \"C-z\",\n        \"C-a\": \"C-a\", \"C-e\": \"C-e\", \"C-u\": \"C-u\",\n        \"C-k\": \"C-k\", \"C-w\": \"C-w\", \"C-r\": \"C-r\",\n        \"Esc\": \"Escape\", \"Tab\": \"Tab\",\n        \"Up\": \"Up\", \"Down\": \"Down\", \"Left\": \"Left\", \"Right\": \"Right\",\n        \"Enter\": \"Enter\", \"Space\": \"Space\",\n    }\n\n    def __init__(self, session_prefix: str = \"butler_\"):\n        self.session_prefix = session_prefix\n\n    def create_session(self, user_id: str) -> str:\n        \"\"\"\u4e3a\u7528\u6237\u521b\u5efa\u72ec\u7acb tmux session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        subprocess.run(\n            [\"tmux\", \"new-session\", \"-d\", \"-s\", session_name],\n            check=True,\n            capture_output=True,\n        )\n        return session_name\n\n    def session_exists(self, session_name: str) -> bool:\n        \"\"\"\u68c0\u67e5 session \u662f\u5426\u5b58\u5728\u3002\"\"\"\n        result = subprocess.run(\n            [\"tmux\", \"has-session\", \"-t\", session_name],\n            capture_output=True,\n        )\n        return result.returncode == 0\n\n    def kill_session(self, session_name: str) -> None:\n        \"\"\"\u9500\u6bc1 session\u3002\"\"\"\n        subprocess.run(\n            [\"tmux\", \"kill-session\", \"-t\", session_name],\n            capture_output=True,\n        )\n\n    def get_or_create_session(self, user_id: str) -> str:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u7528\u6237 session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        if not self.session_exists(session_name):\n            return self.create_session(user_id)\n        return session_name\n\n    def send_keys(self, session_name: str, keys: str, enter: bool = True) -> None:\n        \"\"\"\u5411 session \u53d1\u9001\u6309\u952e\u3002\"\"\"\n        if keys in self.SPECIAL_KEYS:\n            tmux_key = self.SPECIAL_KEYS[keys]\n            subprocess.run(\n                [\"tmux\", \"send-keys\", \"-t\", session_name, tmux_key],\n                capture_output=True,\n            )\n        else:\n            subprocess.run(\n                [\"tmux\", \"send-keys\", \"-l\", \"-t\", session_name, keys],\n                capture_output=True,\n            )\n            if enter:\n                subprocess.run(\n                    [\"tmux\", \"send-keys\", \"-t\", session_name, \"Enter\"],\n                    capture_output=True,\n                )\n\n    def send_raw(self, session_name: str, data: str) -> None:\n        \"\"\"\u53d1\u9001\u539f\u59cb\u6570\u636e\uff08\u4e0d\u542b Enter\uff09\u3002\"\"\"\n        subprocess.run(\n            [\"tmux\", \"send-keys\", \"-l\", \"-t\", session_name, data],\n            capture_output=True,\n        )\n\n    def capture_pane(self, session_name: str, as_ansi: bool = False, start_line: int = -100) -> str:\n        \"\"\"\u6293\u53d6\u7ec8\u7aef\u5c4f\u5e55\u5185\u5bb9\u3002\"\"\"\n        cmd = [\n            \"tmux\", \"capture-pane\",\n            \"-t\", session_name,\n            \"-p\",\n            \"-S\", str(start_line),\n        ]\n        if as_ansi:\n            cmd.append(\"-e\")\n        result = subprocess.run(cmd, capture_output=True, text=True)\n        return result.stdout\n\n    def get_active_process(self, session_name: str) -> Optional[str]:\n        \"\"\"\u83b7\u53d6 tmux \u7a97\u53e3\u4e2d\u7684\u6d3b\u8dc3\u8fdb\u7a0b\u540d\u3002\"\"\"\n        result = subprocess.run(\n            [\"tmux\", \"list-panes\", \"-t\", session_name, \"-F\", \"#{pane_pid}\"],\n            capture_output=True,\n            text=True,\n        )\n        pane_pids = result.stdout.strip().split(\"\\n\")\n        if not pane_pids or not pane_pids[0]:\n            return None\n\n        pane_pid = pane_pids[0]\n\n        try:\n            ps_result = subprocess.run(\n                [\"ps\", \"--ppid\", pane_pid, \"-o\", \"comm=\", \"--no-headers\"],\n                capture_output=True,\n                text=True,\n            )\n            processes = ps_result.stdout.strip().split(\"\\n\")\n\n            for proc in processes:\n                proc = proc.strip()\n


Output: {"type": "text", "file": {"filePath": "/root/projects/qq-shell/src/butler/session/__init__.py", "content": "\"\"\"\u4f1a\u8bdd\u7ba1\u7406\u6a21\u5757\u3002\"\"\"\n\nfrom butler.session.state import (\n    MessageContext,\n    NapCatEvent,\n    PtyState,\n    SessionMode,\n    SessionState,\n)\n\n__all__ = [\"SessionMode\", \"PtyState\", \"SessionState\", \"MessageContext\", \"NapCatEvent\"]\n", "numLines": 12, "startLine": 1, "totalLines": 12}}


Output: {"success": true, "taskId": "16", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"type": "create", "filePath": "/root/projects/qq-shell/src/butler/session/context.py", "content": "\"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406\uff1aLLM \u5bf9\u8bdd\u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n\nfrom dataclasses import dataclass, field\n\n\n@dataclass\nclass SessionContext:\n    \"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff1aLLM \u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n\n    session_id: str\n    user_id: str\n    seq: int = 1\n    llm_messages: list[dict] = field(default_factory=list)\n\n\nclass ContextManager:\n    \"\"\"\u7ba1\u7406\u6240\u6709\u7528\u6237\u7684\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n\n    def __init__(self) -> None:\n        self._contexts: dict[str, SessionContext] = {}\n\n    def get_or_create(self, user_id: str, session_id: str) -> SessionContext:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n        if user_id not in self._contexts:\n            self._contexts[user_id] = SessionContext(\n                session_id=session_id,\n                user_id=user_id,\n                seq=1,\n            )\n        return self._contexts[user_id]\n\n    def new_session(self, user_id: str, session_id: str, seq: int) -> SessionContext:\n        \"\"\"\u65b0\u5efa\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff08\u65b0\u7684 LLM \u5386\u53f2 + \u65b0\u7684 session_id\uff09\u3002\"\"\"\n        ctx = SessionContext(\n            session_id=session_id,\n            user_id=user_id,\n            seq=seq,\n        )\n        self._contexts[user_id] = ctx\n        return ctx\n\n    def clear_context(self, user_id: str) -> SessionContext | None:\n        \"\"\"\u6e05\u7406 LLM \u5bf9\u8bdd\u5386\u53f2\uff0c\u4fdd\u7559 session_id \u548c seq\u3002\"\"\"\n        ctx = self._contexts.get(user_id)\n        if ctx is None:\n            return None\n        ctx.llm_messages = []\n        return ctx\n\n    def add_message(self, user_id: str, role: str, content: str) -> None:\n        \"\"\"\u8ffd\u52a0\u4e00\u6761 LLM \u5bf9\u8bdd\u8bb0\u5f55\u3002\"\"\"\n        ctx = self._contexts.get(user_id)\n        if ctx is None:\n            return\n        ctx.llm_messages.append({\"role\": role, \"content\": content})\n\n    def get(self, user_id: str) -> SessionContext | None:\n        \"\"\"\u83b7\u53d6\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n        return self._contexts.get(user_id)\n", "structuredPatch": [], "originalFile": null}


Output: {"success": true, "taskId": "16", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "19", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"type": "file_unchanged", "file": {"filePath": "/root/projects/qq-shell/src/butler/session/wrapper.py"}}


Output: {"type": "file_unchanged", "file": {"filePath": "/root/projects/qq-shell/src/butler/session/wrapper.py"}}


Output: {"stdout": "\"\"\"Tmux \u4f1a\u8bdd\u5c01\u88c5\u5668\u3002\"\"\"\n\nimport subprocess\nfrom pathlib import Path\nfrom typing import Final, Optional\n\nfrom butler.session.state import PtyState, SessionMode\n\n\nclass TmuxWrapper:\n    \"\"\"tmux \u4f1a\u8bdd\u5c01\u88c5\u5668\uff0c\u5904\u7406\u5e95\u5c42 PTY \u4ea4\u4e92\u3002\"\"\"\n\n    INTERACTIVE_PROCESSES: Final[frozenset[str]] = frozenset([\n        \"vim\", \"nvim\", \"vi\",\n        \"top\", \"htop\", \"btop\",\n        \"less\", \"more\", \"man\",\n        \"claude\", \"aider\",\n        \"python\", \"node\", \"irb\", \"ipython\",\n    ])\n\n    SPECIAL_KEYS: Final[dict[str, str]] = {\n        \"C-c\": \"C-c\", \"C-d\": \"C-d\", \"C-z\": \"C-z\",\n        \"C-a\": \"C-a\", \"C-e\": \"C-e\", \"C-u\": \"C-u\",\n        \"C-k\": \"C-k\", \"C-w\": \"C-w\", \"C-r\": \"C-r\",\n        \"Esc\": \"Escape\", \"Tab\": \"Tab\",\n        \"Up\": \"Up\", \"Down\": \"Down\", \"Left\": \"Left\", \"Right\": \"Right\",\n        \"Enter\": \"Enter\", \"Space\": \"Space\",\n    }\n\n    def __init__(self, session_prefix: str = \"butler_\"):\n        self.session_prefix = session_prefix\n\n    def create_session(self, user_id: str) -> str:\n        \"\"\"\u4e3a\u7528\u6237\u521b\u5efa\u72ec\u7acb tmux session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        subprocess.run(\n            [\"tmux\", \"new-session\", \"-d\", \"-s\", session_name],\n            check=True,\n            capture_output=True,\n        )\n        return session_name\n\n    def session_exists(self, session_name: str) -> bool:\n        \"\"\"\u68c0\u67e5 session \u662f\u5426\u5b58\u5728\u3002\"\"\"\n        result = subprocess.run(\n            [\"tmux\", \"has-session\", \"-t\", session_name],\n            capture_output=True,\n        )\n        return result.returncode == 0\n\n    def kill_session(self, session_name: str) -> None:\n        \"\"\"\u9500\u6bc1 session\u3002\"\"\"\n        subprocess.run(\n            [\"tmux\", \"kill-session\", \"-t\", session_name],\n            capture_output=True,\n        )\n\n    def get_or_create_session(self, user_id: str) -> str:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u7528\u6237 session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        if not self.session_exists(session_name):\n            return self.create_session(user_id)\n        return session_name\n\n    def send_keys(self, session_name: str, keys: str, enter: bool = True) -> None:\n        \"\"\"\u5411 session \u53d1\u9001\u6309\u952e\u3002\"\"\"\n        if keys in self.SPECIAL_KEYS:\n            tmux_key = self.SPECIAL_KEYS[keys]\n            subprocess.run(\n                [\"tmux\", \"send-keys\", \"-t\", session_name, tmux_key],\n                capture_output=True,\n            )\n        else:\n            subprocess.run(\n                [\"tmux\", \"send-keys\", \"-l\", \"-t\", session_name, keys],\n                capture_output=True,\n            )\n            if enter:\n                subprocess.run(\n                    [\"tmux\", \"send-keys\", \"-t\", session_name, \"Enter\"],\n                    capture_output=True,\n                )\n\n    def send_raw(self, session_name: str, data: str) -> None:\n        \"\"\"\u53d1\u9001\u539f\u59cb\u6570\u636e\uff08\u4e0d\u542b Enter\uff09\u3002\"\"\"\n        subprocess.run(\n            [\"tmux\", \"send-keys\", \"-l\", \"-t\", session_name, data],\n            capture_output=True,\n        )\n\n    def capture_pane(self, session_name: str, as_ansi: bool = False, start_line: int = -100) -> str:\n        \"\"\"\u6293\u53d6\u7ec8\u7aef\u5c4f\u5e55\u5185\u5bb9\u3002\"\"\"\n        cmd = [\n            \"tmux\", \"capture-pane\",\n            \"-t\", session_name,\n            \"-p\",\n            \"-S\", str(start_line),\n        ]\n        if as_ansi:\n            cmd.append(\"-e\")\n        result = subprocess.run(cmd, capture_output=True, text=True)\n        return result.stdout\n\n    def get_active_process(self, session_name: str) -> Optional[str]:\n        \"\"\"\u83b7\u53d6 tmux \u7a97\u53e3\u4e2d\u7684\u6d3b\u8dc3\u8fdb\u7a0b\u540d\u3002\"\"\"\n        result = subprocess.run(\n            [\"tmux\", \"list-panes\", \"-t\", session_name, \"-F\", \"#{pane_pid}\"],\n            capture_output=True,\n            text=True,\n        )\n        pane_pids = result.stdout.strip().split(\"\\n\")\n        if not pane_pids or not pane_pids[0]:\n            return None\n\n        pane_pid = pane_pids[0]\n\n        try:\n            ps_result = subprocess.run(\n                [\"ps\", \"--ppid\", pane_pid, \"-o\", \"comm=\", \"--no-headers\"],\n                capture_output=True,\n                text=True,\n            )\n            processes = ps_result.stdout.strip().split(\"\\n\")\n\n            for proc in processes:\n                proc = proc.strip()\n                if proc and proc not in (\"bash\", \"zsh\", \"sh\", \"fish\"):\n                    return p


Output: {"filePath": "/root/projects/qq-shell/src/butler/session/wrapper.py", "oldString": "    def create_session(self, user_id: str) -> str:\n        \"\"\"\u4e3a\u7528\u6237\u521b\u5efa\u72ec\u7acb tmux session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        subprocess.run(\n            [\"tmux\", \"new-session\", \"-d\", \"-s\", session_name],\n            check=True,\n            capture_output=True,\n        )\n        return session_name", "newString": "    def create_session(self, user_id: str, seq: int = 1) -> str:\n        \"\"\"\u4e3a\u7528\u6237\u521b\u5efa\u72ec\u7acb tmux session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        if seq > 1:\n            session_name = f\"{self.session_prefix}{user_id}_{seq}\"\n        subprocess.run(\n            [\"tmux\", \"new-session\", \"-d\", \"-s\", session_name],\n            check=True,\n            capture_output=True,\n        )\n        return session_name", "originalFile": "\"\"\"Tmux \u4f1a\u8bdd\u5c01\u88c5\u5668\u3002\"\"\"\n\nimport subprocess\nfrom pathlib import Path\nfrom typing import Final, Optional\n\nfrom butler.session.state import PtyState, SessionMode\n\n\nclass TmuxWrapper:\n    \"\"\"tmux \u4f1a\u8bdd\u5c01\u88c5\u5668\uff0c\u5904\u7406\u5e95\u5c42 PTY \u4ea4\u4e92\u3002\"\"\"\n\n    INTERACTIVE_PROCESSES: Final[frozenset[str]] = frozenset([\n        \"vim\", \"nvim\", \"vi\",\n        \"top\", \"htop\", \"btop\",\n        \"less\", \"more\", \"man\",\n        \"claude\", \"aider\",\n        \"python\", \"node\", \"irb\", \"ipython\",\n    ])\n\n    SPECIAL_KEYS: Final[dict[str, str]] = {\n        \"C-c\": \"C-c\", \"C-d\": \"C-d\", \"C-z\": \"C-z\",\n        \"C-a\": \"C-a\", \"C-e\": \"C-e\", \"C-u\": \"C-u\",\n        \"C-k\": \"C-k\", \"C-w\": \"C-w\", \"C-r\": \"C-r\",\n        \"Esc\": \"Escape\", \"Tab\": \"Tab\",\n        \"Up\": \"Up\", \"Down\": \"Down\", \"Left\": \"Left\", \"Right\": \"Right\",\n        \"Enter\": \"Enter\", \"Space\": \"Space\",\n    }\n\n    def __init__(self, session_prefix: str = \"butler_\"):\n        self.session_prefix = session_prefix\n\n    def create_session(self, user_id: str) -> str:\n        \"\"\"\u4e3a\u7528\u6237\u521b\u5efa\u72ec\u7acb tmux session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        subprocess.run(\n            [\"tmux\", \"new-session\", \"-d\", \"-s\", session_name],\n            check=True,\n            capture_output=True,\n        )\n        return session_name\n\n    def session_exists(self, session_name: str) -> bool:\n        \"\"\"\u68c0\u67e5 session \u662f\u5426\u5b58\u5728\u3002\"\"\"\n        result = subprocess.run(\n            [\"tmux\", \"has-session\", \"-t\", session_name],\n            capture_output=True,\n        )\n        return result.returncode == 0\n\n    def kill_session(self, session_name: str) -> None:\n        \"\"\"\u9500\u6bc1 session\u3002\"\"\"\n        subprocess.run(\n            [\"tmux\", \"kill-session\", \"-t\", session_name],\n            capture_output=True,\n        )\n\n    def get_or_create_session(self, user_id: str) -> str:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u7528\u6237 session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        if not self.session_exists(session_name):\n            return self.create_session(user_id)\n        return session_name\n\n    def send_keys(self, session_name: str, keys: str, enter: bool = True) -> None:\n        \"\"\"\u5411 session \u53d1\u9001\u6309\u952e\u3002\"\"\"\n        if keys in self.SPECIAL_KEYS:\n            tmux_key = self.SPECIAL_KEYS[keys]\n            subprocess.run(\n                [\"tmux\", \"send-keys\", \"-t\", session_name, tmux_key],\n                capture_output=True,\n            )\n        else:\n            subprocess.run(\n                [\"tmux\", \"send-keys\", \"-l\", \"-t\", session_name, keys],\n                capture_output=True,\n            )\n            if enter:\n                subprocess.run(\n                    [\"tmux\", \"send-keys\", \"-t\", session_name, \"Enter\"],\n                    capture_output=True,\n                )\n\n    def send_raw(self, session_name: str, data: str) -> None:\n        \"\"\"\u53d1\u9001\u539f\u59cb\u6570\u636e\uff08\u4e0d\u542b Enter\uff09\u3002\"\"\"\n        subprocess.run(\n            [\"tmux\", \"send-keys\", \"-l\", \"-t\", session_name, data],\n            capture_output=True,\n        )\n\n    def capture_pane(self, session_name: str, as_ansi: bool = False, start_line: int = -100) -> str:\n        \"\"\"\u6293\u53d6\u7ec8\u7aef\u5c4f\u5e55\u5185\u5bb9\u3002\"\"\"\n        cmd = [\n            \"tmux\", \"capture-pane\",\n            \"-t\", session_name,\n            \"-p\",\n            \"-S\", str(start_line),\n        ]\n        if as_ansi:\n            cmd.append(\"-e\")\n        result = subprocess.run(cmd, capture_output=True, text=True)\n        return result.stdout\n\n    def


Output: {"filePath": "/root/projects/qq-shell/src/butler/session/wrapper.py", "oldString": "    def get_or_create_session(self, user_id: str) -> str:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u7528\u6237 session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        if not self.session_exists(session_name):\n            return self.create_session(user_id)\n        return session_name", "newString": "    def get_or_create_session(self, user_id: str, seq: int = 1) -> str:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u7528\u6237 session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        if seq > 1:\n            session_name = f\"{self.session_prefix}{user_id}_{seq}\"\n        if not self.session_exists(session_name):\n            return self.create_session(user_id, seq)\n        return session_name", "originalFile": "\"\"\"Tmux \u4f1a\u8bdd\u5c01\u88c5\u5668\u3002\"\"\"\n\nimport subprocess\nfrom pathlib import Path\nfrom typing import Final, Optional\n\nfrom butler.session.state import PtyState, SessionMode\n\n\nclass TmuxWrapper:\n    \"\"\"tmux \u4f1a\u8bdd\u5c01\u88c5\u5668\uff0c\u5904\u7406\u5e95\u5c42 PTY \u4ea4\u4e92\u3002\"\"\"\n\n    INTERACTIVE_PROCESSES: Final[frozenset[str]] = frozenset([\n        \"vim\", \"nvim\", \"vi\",\n        \"top\", \"htop\", \"btop\",\n        \"less\", \"more\", \"man\",\n        \"claude\", \"aider\",\n        \"python\", \"node\", \"irb\", \"ipython\",\n    ])\n\n    SPECIAL_KEYS: Final[dict[str, str]] = {\n        \"C-c\": \"C-c\", \"C-d\": \"C-d\", \"C-z\": \"C-z\",\n        \"C-a\": \"C-a\", \"C-e\": \"C-e\", \"C-u\": \"C-u\",\n        \"C-k\": \"C-k\", \"C-w\": \"C-w\", \"C-r\": \"C-r\",\n        \"Esc\": \"Escape\", \"Tab\": \"Tab\",\n        \"Up\": \"Up\", \"Down\": \"Down\", \"Left\": \"Left\", \"Right\": \"Right\",\n        \"Enter\": \"Enter\", \"Space\": \"Space\",\n    }\n\n    def __init__(self, session_prefix: str = \"butler_\"):\n        self.session_prefix = session_prefix\n\n    def create_session(self, user_id: str, seq: int = 1) -> str:\n        \"\"\"\u4e3a\u7528\u6237\u521b\u5efa\u72ec\u7acb tmux session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        if seq > 1:\n            session_name = f\"{self.session_prefix}{user_id}_{seq}\"\n        subprocess.run(\n            [\"tmux\", \"new-session\", \"-d\", \"-s\", session_name],\n            check=True,\n            capture_output=True,\n        )\n        return session_name\n\n    def session_exists(self, session_name: str) -> bool:\n        \"\"\"\u68c0\u67e5 session \u662f\u5426\u5b58\u5728\u3002\"\"\"\n        result = subprocess.run(\n            [\"tmux\", \"has-session\", \"-t\", session_name],\n            capture_output=True,\n        )\n        return result.returncode == 0\n\n    def kill_session(self, session_name: str) -> None:\n        \"\"\"\u9500\u6bc1 session\u3002\"\"\"\n        subprocess.run(\n            [\"tmux\", \"kill-session\", \"-t\", session_name],\n            capture_output=True,\n        )\n\n    def get_or_create_session(self, user_id: str) -> str:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u7528\u6237 session\u3002\"\"\"\n        session_name = f\"{self.session_prefix}{user_id}\"\n        if not self.session_exists(session_name):\n            return self.create_session(user_id)\n        return session_name\n\n    def send_keys(self, session_name: str, keys: str, enter: bool = True) -> None:\n        \"\"\"\u5411 session \u53d1\u9001\u6309\u952e\u3002\"\"\"\n        if keys in self.SPECIAL_KEYS:\n            tmux_key = self.SPECIAL_KEYS[keys]\n            subprocess.run(\n                [\"tmux\", \"send-keys\", \"-t\", session_name, tmux_key],\n                capture_output=True,\n            )\n        else:\n            subprocess.run(\n                [\"tmux\", \"send-keys\", \"-l\", \"-t\", session_name, keys],\n                capture_output=True,\n            )\n            if enter:\n                subprocess.run(\n                    [\"tmux\", \"send-keys\", \"-t\", session_name, \"Enter\"],\n                    capture_output=True,\n                )\n\n    def send_raw(self, session_name: str, data: str) -> None:\n        \"\"\"\u53d1\u9001\u539f\u59cb\u6570\u636e\uff08\u4e0d\u542b Enter\uff09\u3002\"\"\"\n        subprocess.run(\n            [\"tmux\", \"send-keys\", \"-l\", \"-t\", session_name, data],\n            capture_output=True,\n        )\n\n    def capture_pane(self, session_name: str, as_ansi: bool = False, start_line: int = -100) -> str:\n        \"\"\"\u6293\u53d6\u7ec8\u7aef\u5c4f\u5e55\u5185\u5bb9\u3002\"\"\"\n        cmd = [\n            \"tmux\", \"capture-pane\",\n            \"-t\", session_name,\n            \"-p\",\n            \"-S\", str(start_line),\n        ]\n        if as_ansi:\n            cmd.append(\"-e\")\n        result = subprocess.run(cmd, capture_output=True, text=True)\n        return result.stdout\n\n    def get_active_process(


Output: {"success": true, "taskId": "17", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "19", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"type": "file_unchanged", "file": {"filePath": "/root/projects/qq-shell/src/butler/agent/__init__.py"}}


Output: {"filePath": "/root/projects/qq-shell/src/butler/agent/__init__.py", "oldString": "    async def _call_api(self, system: str, user_message: str, max_tokens: int = 1024) -> str | None:\n        \"\"\"\u8c03\u7528 API\uff0c\u5e26\u91cd\u8bd5\u548c\u9650\u6d41\u3002\"\"\"\n        await self._rate_limit()\n        try:\n            response = self.client.messages.create(\n                model=self.model,\n                max_tokens=max_tokens,\n                system=system,\n                messages=[{\"role\": \"user\", \"content\": user_message}],\n            )\n            return _extract_text(response.content)\n        except anthropic.RateLimitError:\n            print(\"[agent] Rate limited, waiting 5s...\")\n            await asyncio.sleep(5)\n            try:\n                response = self.client.messages.create(\n                    model=self.model,\n                    max_tokens=max_tokens,\n                    system=system,\n                    messages=[{\"role\": \"user\", \"content\": user_message}],\n                )\n                return _extract_text(response.content)\n            except Exception as e:\n                print(f\"[agent] Retry failed: {e}\")\n                return None\n        except Exception as e:\n            print(f\"[agent] API error: {e}\")\n            return None", "newString": "    async def _call_api(\n        self,\n        system: str,\n        user_message: str,\n        max_tokens: int = 1024,\n        messages: list[dict] | None = None,\n    ) -> str | None:\n        \"\"\"\u8c03\u7528 API\uff0c\u5e26\u91cd\u8bd5\u548c\u9650\u6d41\u3002\"\"\"\n        await self._rate_limit()\n\n        if messages is None:\n            messages = [{\"role\": \"user\", \"content\": user_message}]\n        else:\n            messages = messages + [{\"role\": \"user\", \"content\": user_message}]\n\n        try:\n            response = self.client.messages.create(\n                model=self.model,\n                max_tokens=max_tokens,\n                system=system,\n                messages=messages,\n            )\n            return _extract_text(response.content)\n        except anthropic.RateLimitError:\n            print(\"[agent] Rate limited, waiting 5s...\")\n            await asyncio.sleep(5)\n            try:\n                response = self.client.messages.create(\n                    model=self.model,\n                    max_tokens=max_tokens,\n                    system=system,\n                    messages=messages,\n                )\n                return _extract_text(response.content)\n            except Exception as e:\n                print(f\"[agent] Retry failed: {e}\")\n                return None\n        except Exception as e:\n            print(f\"[agent] API error: {e}\")\n            return None", "originalFile": "\"\"\"Claude Agent \u6a21\u5757 - \u81ea\u7136\u8bed\u8a00\u7406\u89e3\u548c\u8f93\u51fa\u603b\u7ed3\u3002\"\"\"\n\nimport asyncio\nimport os\nimport time\nfrom typing import Any\n\nimport anthropic\n\nfrom butler.config import settings\n\n\ndef _extract_text(content: list[Any]) -> str:\n    \"\"\"\u4ece\u54cd\u5e94\u5185\u5bb9\u4e2d\u63d0\u53d6\u6587\u672c\uff0c\u8df3\u8fc7 ThinkingBlock \u7b49\u3002\"\"\"\n    texts = []\n    for block in content:\n        if hasattr(block, \"text\"):\n            texts.append(block.text)\n    return \"\\n\".join(texts).strip()\n\n\nclass ShellAgent:\n    \"\"\"\u57fa\u4e8e LLM \u7684 Shell \u52a9\u624b Agent\u3002\"\"\"\n\n    UNDERSTAND_PROMPT = \"\"\"\u4f60\u662f\u4e00\u4e2a\u8fdc\u7a0b\u670d\u52a1\u5668\u7684 Shell \u52a9\u624b\u3002\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4ed6\u4eec\u60f3\u505a\u7684\u4e8b\u60c5\uff0c\u4f60\u9700\u8981\uff1a\n\n1. \u7406\u89e3\u7528\u6237\u7684\u610f\u56fe\n2. \u751f\u6210\u5408\u9002\u7684 shell \u547d\u4ee4\n3. \u53ea\u8fd4\u56de\u547d\u4ee4\u672c\u8eab\uff0c\u4e0d\u8981\u89e3\u91ca\n\n\u89c4\u5219\uff1a\n- \u7528\u6237\u53ef\u80fd\u8bf4\"\u67e5\u770b\u6587\u4ef6\"\u3001\"\u5217\u51fa\u76ee\u5f55\"\u3001\"\u770b\u4e0b\u5185\u5b58\"\u7b49\u81ea\u7136\u8bed\u8a00\n- \u4f60\u9700\u8981\u5c06\u5176\u8f6c\u6362\u4e3a\u51c6\u786e\u7684 shell \u547d\u4ee4\n- \u5982\u679c\u7528\u6237\u8f93\u5165\u5df2\u7ecf\u662f\u6709\u6548\u7684 shell \u547d\u4ee4\uff0c\u76f4\u63a5\u8fd4\u56de\n- \u5982\u679c\u65e0\u6cd5\u7406\u89e3\uff0c\u8fd4\u56de \"UNKNOWN: <\u539f\u56e0>\"\n- \u53ea\u8fd4\u56de\u4e00\u884c\u547d\u4ee4\uff0c\u4e0d\u8981\u6709\u591a\u4f59\u5185\u5bb9\n\n\u793a\u4f8b\uff1a\n\u7528\u6237: \"\u67e5\u770b\u5f53\u524d\u76ee\u5f55\"\n\u8fd4\u56de: ls -la\n\n\u7528\u6237: \"\u770b\u4e0b\u78c1\u76d8\u7a7a\u95f4\"\n\u8fd4\u56de: df -h\n\n\u7528\u6237: \"\u67e5\u770b\u6700\u8fd1\u7684\u65e5\u5fd7\"\n\u8fd4\u56de: tail -100 /var/log/syslog\n\n\u7528\u6237: \"ls -la\"\n\u8fd4\u56de: ls -la\n\n\u7528\u6237: \"\u6211\u60f3\u7f16\u8f91 config.yaml\"\n\u8fd4\u56de: vim config.yaml\"\"\"\n\n    SUMMARIZE_PROMPT = \"\"\"\u4f60\u662f\u4e00\u4e2a\u8fdc


Output: {"filePath": "/root/projects/qq-shell/src/butler/agent/__init__.py", "oldString": "    async def understand(self, user_input: str, context: dict[str, Any] | None = None) -> str:\n        \"\"\"\u7406\u89e3\u7528\u6237\u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff0c\u751f\u6210 shell \u547d\u4ee4\u3002\"\"\"\n        context_hint = \"\"\n        if context:\n            if context.get(\"pwd\"):\n                context_hint += f\"\\n\u5f53\u524d\u76ee\u5f55: {context['pwd']}\"\n            if context.get(\"last_output\"):\n                context_hint += f\"\\n\u6700\u8fd1\u8f93\u51fa: {context['last_output'][:200]}\"\n\n        user_message = user_input\n        if context_hint:\n            user_message = f\"{context_hint}\\n\\n\u7528\u6237: {user_input}\"\n\n        result = await self._call_api(self.UNDERSTAND_PROMPT, user_message)", "newString": "    async def understand(\n        self,\n        user_input: str,\n        context: dict[str, Any] | None = None,\n        llm_messages: list[dict] | None = None,\n    ) -> str:\n        \"\"\"\u7406\u89e3\u7528\u6237\u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff0c\u751f\u6210 shell \u547d\u4ee4\u3002\"\"\"\n        context_hint = \"\"\n        if context:\n            if context.get(\"pwd\"):\n                context_hint += f\"\\n\u5f53\u524d\u76ee\u5f55: {context['pwd']}\"\n            if context.get(\"last_output\"):\n                context_hint += f\"\\n\u6700\u8fd1\u8f93\u51fa: {context['last_output'][:200]}\"\n\n        user_message = user_input\n        if context_hint:\n            user_message = f\"{context_hint}\\n\\n\u7528\u6237: {user_input}\"\n\n        result = await self._call_api(\n            self.UNDERSTAND_PROMPT,\n            user_message,\n            messages=llm_messages,\n        )", "originalFile": "\"\"\"Claude Agent \u6a21\u5757 - \u81ea\u7136\u8bed\u8a00\u7406\u89e3\u548c\u8f93\u51fa\u603b\u7ed3\u3002\"\"\"\n\nimport asyncio\nimport os\nimport time\nfrom typing import Any\n\nimport anthropic\n\nfrom butler.config import settings\n\n\ndef _extract_text(content: list[Any]) -> str:\n    \"\"\"\u4ece\u54cd\u5e94\u5185\u5bb9\u4e2d\u63d0\u53d6\u6587\u672c\uff0c\u8df3\u8fc7 ThinkingBlock \u7b49\u3002\"\"\"\n    texts = []\n    for block in content:\n        if hasattr(block, \"text\"):\n            texts.append(block.text)\n    return \"\\n\".join(texts).strip()\n\n\nclass ShellAgent:\n    \"\"\"\u57fa\u4e8e LLM \u7684 Shell \u52a9\u624b Agent\u3002\"\"\"\n\n    UNDERSTAND_PROMPT = \"\"\"\u4f60\u662f\u4e00\u4e2a\u8fdc\u7a0b\u670d\u52a1\u5668\u7684 Shell \u52a9\u624b\u3002\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4ed6\u4eec\u60f3\u505a\u7684\u4e8b\u60c5\uff0c\u4f60\u9700\u8981\uff1a\n\n1. \u7406\u89e3\u7528\u6237\u7684\u610f\u56fe\n2. \u751f\u6210\u5408\u9002\u7684 shell \u547d\u4ee4\n3. \u53ea\u8fd4\u56de\u547d\u4ee4\u672c\u8eab\uff0c\u4e0d\u8981\u89e3\u91ca\n\n\u89c4\u5219\uff1a\n- \u7528\u6237\u53ef\u80fd\u8bf4\"\u67e5\u770b\u6587\u4ef6\"\u3001\"\u5217\u51fa\u76ee\u5f55\"\u3001\"\u770b\u4e0b\u5185\u5b58\"\u7b49\u81ea\u7136\u8bed\u8a00\n- \u4f60\u9700\u8981\u5c06\u5176\u8f6c\u6362\u4e3a\u51c6\u786e\u7684 shell \u547d\u4ee4\n- \u5982\u679c\u7528\u6237\u8f93\u5165\u5df2\u7ecf\u662f\u6709\u6548\u7684 shell \u547d\u4ee4\uff0c\u76f4\u63a5\u8fd4\u56de\n- \u5982\u679c\u65e0\u6cd5\u7406\u89e3\uff0c\u8fd4\u56de \"UNKNOWN: <\u539f\u56e0>\"\n- \u53ea\u8fd4\u56de\u4e00\u884c\u547d\u4ee4\uff0c\u4e0d\u8981\u6709\u591a\u4f59\u5185\u5bb9\n\n\u793a\u4f8b\uff1a\n\u7528\u6237: \"\u67e5\u770b\u5f53\u524d\u76ee\u5f55\"\n\u8fd4\u56de: ls -la\n\n\u7528\u6237: \"\u770b\u4e0b\u78c1\u76d8\u7a7a\u95f4\"\n\u8fd4\u56de: df -h\n\n\u7528\u6237: \"\u67e5\u770b\u6700\u8fd1\u7684\u65e5\u5fd7\"\n\u8fd4\u56de: tail -100 /var/log/syslog\n\n\u7528\u6237: \"ls -la\"\n\u8fd4\u56de: ls -la\n\n\u7528\u6237: \"\u6211\u60f3\u7f16\u8f91 config.yaml\"\n\u8fd4\u56de: vim config.yaml\"\"\"\n\n    SUMMARIZE_PROMPT = \"\"\"\u4f60\u662f\u4e00\u4e2a\u8fdc\u7a0b\u670d\u52a1\u5668\u7684 Shell \u52a9\u624b\u3002\u7528\u6237\u6267\u884c\u4e86\u4e00\u4e2a\u547d\u4ee4\uff0c\u4f60\u9700\u8981\u7528\u7b80\u6d01\u7684\u4e2d\u6587\u603b\u7ed3\u8f93\u51fa\u7ed3\u679c\u3002\n\n\u8981\u6c42\uff1a\n- \u7528\u81ea\u7136\u8bed\u8a00\u603b\u7ed3\uff0c\u4e0d\u8981\u76f4\u63a5\u590d\u5236\u8f93\u51fa\n- \u7a81\u51fa\u5173\u952e\u4fe1\u606f\uff1a\u6570\u91cf\u3001\u72b6\u6001\u3001\u5f02\u5e38\u3001\u8def\u5f84\u7b49\n- \u5982\u679c\u6709\u9519\u8bef\uff0c\u660e\u786e\u6307\u51fa\u9519\u8bef\u539f\u56e0\n- \u5982\u679c\u8f93\u51fa\u4e3a\u7a7a\u6216\u53ea\u662f\u63d0\u793a\u7b26\uff0c\u8bf4\u660e\u547d\u4ee4\u6267\u884c\u5b8c\u6bd5\n- \u4fdd\u6301\u7b80\u6d01\uff0c1-3\u53e5\u8bdd\"\"\"\n\n    def __init__(\n        self,\n        api_key: str | None = None,\n        base_url: str | None = None,\n        model: str | None = None,\n    ):\n        self.api_key = api_key or [REDACTED] or os.environ.get(\"ANTHROPIC_API_KEY\", \"\")\n        self.base_url = base_url or settings.anthropic_b


Output: {"filePath": "/root/projects/qq-shell/src/butler/agent/__init__.py", "oldString": "    async def summarize(self, user_input: str, command: str, raw_output: str) -> str:\n        \"\"\"\u603b\u7ed3\u547d\u4ee4\u6267\u884c\u7ed3\u679c\uff0c\u8fd4\u56de\u81ea\u7136\u8bed\u8a00\u56de\u590d\u3002\"\"\"\n        if not self.is_available():\n            return f\"\u6267\u884c\u4e86: {command}\\n{raw_output[-500:]}\"\n\n        result = await self._call_api(\n            self.SUMMARIZE_PROMPT,\n            f\"\u7528\u6237\u60f3: {user_input}\\n\u6267\u884c\u7684\u547d\u4ee4: {command}\\n\\n\u8f93\u51fa:\\n{raw_output[:3000]}\",\n            max_tokens=2048,\n        )", "newString": "    async def summarize(\n        self,\n        user_input: str,\n        command: str,\n        raw_output: str,\n        llm_messages: list[dict] | None = None,\n    ) -> str:\n        \"\"\"\u603b\u7ed3\u547d\u4ee4\u6267\u884c\u7ed3\u679c\uff0c\u8fd4\u56de\u81ea\u7136\u8bed\u8a00\u56de\u590d\u3002\"\"\"\n        if not self.is_available():\n            return f\"\u6267\u884c\u4e86: {command}\\n{raw_output[-500:]}\"\n\n        user_message = f\"\u7528\u6237\u60f3: {user_input}\\n\u6267\u884c\u7684\u547d\u4ee4: {command}\\n\\n\u8f93\u51fa:\\n{raw_output[:3000]}\"\n        result = await self._call_api(\n            self.SUMMARIZE_PROMPT,\n            user_message,\n            max_tokens=2048,\n            messages=llm_messages,\n        )", "originalFile": "\"\"\"Claude Agent \u6a21\u5757 - \u81ea\u7136\u8bed\u8a00\u7406\u89e3\u548c\u8f93\u51fa\u603b\u7ed3\u3002\"\"\"\n\nimport asyncio\nimport os\nimport time\nfrom typing import Any\n\nimport anthropic\n\nfrom butler.config import settings\n\n\ndef _extract_text(content: list[Any]) -> str:\n    \"\"\"\u4ece\u54cd\u5e94\u5185\u5bb9\u4e2d\u63d0\u53d6\u6587\u672c\uff0c\u8df3\u8fc7 ThinkingBlock \u7b49\u3002\"\"\"\n    texts = []\n    for block in content:\n        if hasattr(block, \"text\"):\n            texts.append(block.text)\n    return \"\\n\".join(texts).strip()\n\n\nclass ShellAgent:\n    \"\"\"\u57fa\u4e8e LLM \u7684 Shell \u52a9\u624b Agent\u3002\"\"\"\n\n    UNDERSTAND_PROMPT = \"\"\"\u4f60\u662f\u4e00\u4e2a\u8fdc\u7a0b\u670d\u52a1\u5668\u7684 Shell \u52a9\u624b\u3002\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4ed6\u4eec\u60f3\u505a\u7684\u4e8b\u60c5\uff0c\u4f60\u9700\u8981\uff1a\n\n1. \u7406\u89e3\u7528\u6237\u7684\u610f\u56fe\n2. \u751f\u6210\u5408\u9002\u7684 shell \u547d\u4ee4\n3. \u53ea\u8fd4\u56de\u547d\u4ee4\u672c\u8eab\uff0c\u4e0d\u8981\u89e3\u91ca\n\n\u89c4\u5219\uff1a\n- \u7528\u6237\u53ef\u80fd\u8bf4\"\u67e5\u770b\u6587\u4ef6\"\u3001\"\u5217\u51fa\u76ee\u5f55\"\u3001\"\u770b\u4e0b\u5185\u5b58\"\u7b49\u81ea\u7136\u8bed\u8a00\n- \u4f60\u9700\u8981\u5c06\u5176\u8f6c\u6362\u4e3a\u51c6\u786e\u7684 shell \u547d\u4ee4\n- \u5982\u679c\u7528\u6237\u8f93\u5165\u5df2\u7ecf\u662f\u6709\u6548\u7684 shell \u547d\u4ee4\uff0c\u76f4\u63a5\u8fd4\u56de\n- \u5982\u679c\u65e0\u6cd5\u7406\u89e3\uff0c\u8fd4\u56de \"UNKNOWN: <\u539f\u56e0>\"\n- \u53ea\u8fd4\u56de\u4e00\u884c\u547d\u4ee4\uff0c\u4e0d\u8981\u6709\u591a\u4f59\u5185\u5bb9\n\n\u793a\u4f8b\uff1a\n\u7528\u6237: \"\u67e5\u770b\u5f53\u524d\u76ee\u5f55\"\n\u8fd4\u56de: ls -la\n\n\u7528\u6237: \"\u770b\u4e0b\u78c1\u76d8\u7a7a\u95f4\"\n\u8fd4\u56de: df -h\n\n\u7528\u6237: \"\u67e5\u770b\u6700\u8fd1\u7684\u65e5\u5fd7\"\n\u8fd4\u56de: tail -100 /var/log/syslog\n\n\u7528\u6237: \"ls -la\"\n\u8fd4\u56de: ls -la\n\n\u7528\u6237: \"\u6211\u60f3\u7f16\u8f91 config.yaml\"\n\u8fd4\u56de: vim config.yaml\"\"\"\n\n    SUMMARIZE_PROMPT = \"\"\"\u4f60\u662f\u4e00\u4e2a\u8fdc\u7a0b\u670d\u52a1\u5668\u7684 Shell \u52a9\u624b\u3002\u7528\u6237\u6267\u884c\u4e86\u4e00\u4e2a\u547d\u4ee4\uff0c\u4f60\u9700\u8981\u7528\u7b80\u6d01\u7684\u4e2d\u6587\u603b\u7ed3\u8f93\u51fa\u7ed3\u679c\u3002\n\n\u8981\u6c42\uff1a\n- \u7528\u81ea\u7136\u8bed\u8a00\u603b\u7ed3\uff0c\u4e0d\u8981\u76f4\u63a5\u590d\u5236\u8f93\u51fa\n- \u7a81\u51fa\u5173\u952e\u4fe1\u606f\uff1a\u6570\u91cf\u3001\u72b6\u6001\u3001\u5f02\u5e38\u3001\u8def\u5f84\u7b49\n- \u5982\u679c\u6709\u9519\u8bef\uff0c\u660e\u786e\u6307\u51fa\u9519\u8bef\u539f\u56e0\n- \u5982\u679c\u8f93\u51fa\u4e3a\u7a7a\u6216\u53ea\u662f\u63d0\u793a\u7b26\uff0c\u8bf4\u660e\u547d\u4ee4\u6267\u884c\u5b8c\u6bd5\n- \u4fdd\u6301\u7b80\u6d01\uff0c1-3\u53e5\u8bdd\"\"\"\n\n    def __init__(\n        self,\n        api_key: str | None = None,\n        base_url: str | None = None,\n        model: str | None = None,\n    ):\n        self.api_key = api_key or [REDACTED] or os.environ.get(\"ANTHROPIC_API_KEY\", \"\")\n        self.base_url = base_url or settings.anthropic_base_url or os.environ.get(\"ANTHROPIC_BASE_URL\", \"\")\n        self.model = model or settings.anthropic_model or \"claude-sonnet-4-20250514\"\n        self._client: anthropic.Anthropic | None = None\n        self._last_call_time: float = 0\n        self._min_interval: float = 2.0  # API \u8c03\u7528\u6700\u5c0f\u95f4\u9694\uff08\u79


Output: {"success": true, "taskId": "18", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "17", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"type": "file_unchanged", "file": {"filePath": "/root/projects/qq-shell/src/butler/main.py"}}


Output: {"filePath": "/root/projects/qq-shell/src/butler/main.py", "oldString": "from butler.config import settings\nfrom butler.gateway.base import BaseGateway\nfrom butler.gateway.napcat import NapCatGateway\nfrom butler.gateway.telegram import TelegramGateway\nfrom butler.workflows import inngest_client\nfrom butler.workflows.handle_message import handle_im_message\nfrom butler.workflows.guardrail import command_guardrail", "newString": "from butler.config import settings\nfrom butler.gateway.base import BaseGateway\nfrom butler.gateway.napcat import NapCatGateway\nfrom butler.gateway.telegram import TelegramGateway\nfrom butler.session.context import ContextManager\nfrom butler.workflows import inngest_client\nfrom butler.workflows.handle_message import handle_im_message\nfrom butler.workflows.guardrail import command_guardrail", "originalFile": "\"\"\"FastAPI \u4e3b\u5165\u53e3\u3002\"\"\"\n\nimport asyncio\nimport logging\nimport os\nfrom contextlib import asynccontextmanager\nfrom typing import Any\n\nimport inngest\nimport inngest.fast_api\nimport uvicorn\nfrom fastapi import FastAPI\nfrom pydantic import BaseModel\n\nfrom butler.config import settings\nfrom butler.gateway.base import BaseGateway\nfrom butler.gateway.napcat import NapCatGateway\nfrom butler.gateway.telegram import TelegramGateway\nfrom butler.workflows import inngest_client\nfrom butler.workflows.handle_message import handle_im_message\nfrom butler.workflows.guardrail import command_guardrail\n\nlogging.basicConfig(\n    level=getattr(logging, settings.log_level),\n    format=\"%(asctime)s - %(name)s - %(levelname)s - %(message)s\",\n)\nlogger = logging.getLogger(__name__)\n\n\nclass GatewayManager:\n    \"\"\"\u591a\u901a\u9053\u7f51\u5173\u7ba1\u7406\u5668\u3002\"\"\"\n\n    def __init__(self) -> None:\n        self.gateways: dict[str, BaseGateway] = {}\n        self._tasks: list[asyncio.Task[None]] = []\n\n    def register(self, gateway: BaseGateway) -> None:\n        \"\"\"\u6ce8\u518c\u7f51\u5173\u3002\"\"\"\n        self.gateways[gateway.name] = gateway\n\n    async def start_all(self) -> None:\n        \"\"\"\u542f\u52a8\u6240\u6709\u7f51\u5173\u3002\"\"\"\n        for name, gw in self.gateways.items():\n            gw.on_message(self._handle_message)\n            task = asyncio.create_task(gw.start())\n            self._tasks.append(task)\n            logger.info(f\"Gateway '{name}' started\")\n\n    async def _handle_message(self, user_id: str, content: str, channel: str) -> None:\n        \"\"\"\u7edf\u4e00\u6d88\u606f\u56de\u8c03\uff1a\u5904\u7406\u5e76\u56de\u590d\u3002\"\"\"\n        logger.info(f\"[{channel}] Message from {user_id}: {content[:50]}...\")\n        try:\n            result = await _process_message(user_id, content)\n            reply = result.get(\"reply\", \"\")\n            if reply and channel in self.gateways:\n                await self.gateways[channel].send_message(user_id, reply)\n                logger.info(f\"[{channel}] Replied to {user_id}\")\n        except Exception as e:\n            logger.error(f\"[{channel}] Error handling message: {e}\")\n            if channel in self.gateways:\n                await self.gateways[channel].send_message(user_id, f\"\u5904\u7406\u51fa\u9519\uff1a{e}\")\n\n    async def stop_all(self) -> None:\n        \"\"\"\u505c\u6b62\u6240\u6709\u7f51\u5173\u3002\"\"\"\n        for name, gw in self.gateways.items():\n            await gw.stop()\n            logger.info(f\"Gateway '{name}' stopped\")\n        for task in self._tasks:\n            task.cancel()\n\n\ndef _build_gateways() -> GatewayManager:\n    \"\"\"\u6839\u636e\u914d\u7f6e\u6784\u5efa\u7f51\u5173\u5b9e\u4f8b\u3002\"\"\"\n    mgr = GatewayManager()\n\n    for channel in settings.enabled_channels:\n        if channel == \"telegram\" and settings.telegram_bot_token:\n            mgr.register(TelegramGateway(\n                bot_token=[REDACTED],\n                allowed_chats=settings.telegram_allowed_chats,\n            ))\n        elif channel == \"napcat\":\n            mgr.register(NapCatGateway(\n                ws_url=settings.napcat_ws_url,\n                access_token=[REDACTED],\n            ))\n        else:\n            logger.warning(f\"Unknown channel: {channel}\")\n\n    return mgr\n\n\ngateway_manager = _build_gateways()\n\n\nasync def _process_message(user_id: str, content: str) -> dict[str, Any]:\n    \"\"\"\u6838\u5fc3\u6d88\u606f\u5904\u7406\u903b\u8f91\uff1a\u81ea\u7136\u8bed\u8a00 \u2192 \u547d\u4ee4 \u2192 \u6267\u884c \u2192 \u603b\u7ed3\u3002\"\"\"\n    from butler.session.wrapper import TmuxWrapper\n    from butler.session import SessionMode\n    from butler.security.guardrail import is_dangerous_command, get_danger_reason\n    from butler.agent import agent\n    from butler.skills.log_skill import LogSkill\n\n    tmux = TmuxWrapper(session_prefix=settings.session_prefix)\n    log_skill = LogSkill()\n\n    # \u68c0\u67e5\u6743\u9650\n    if not settings.is_u


Output: {"filePath": "/root/projects/qq-shell/src/butler/main.py", "oldString": "gateway_manager = _build_gateways()", "newString": "gateway_manager = _build_gateways()\ncontext_manager = ContextManager()\n\nHELP_TEXT = \"\"\"\\\nButler-Shell \u4f7f\u7528\u8bf4\u660e\uff1a\n  !<\u547d\u4ee4>   \u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\uff0c\u8df3\u8fc7 LLM\uff0c\u76f4\u63a5\u6267\u884c\u5e76\u8fd4\u56de\u539f\u59cb\u8f93\u51fa\n            \u4f8b\uff1a!ls -la, !df -h\n  /new      \u65b0\u5efa\u4f1a\u8bdd\uff08\u65b0 tmux session + \u65b0 LLM \u4e0a\u4e0b\u6587\uff09\n  /clear    \u6e05\u7406\u5f53\u524d\u4f1a\u8bdd\u7684 LLM \u5bf9\u8bdd\u5386\u53f2\uff08\u4fdd\u7559 shell session\uff09\n  /help     \u663e\u793a\u672c\u5e2e\u52a9\u4fe1\u606f\n  \u5176\u4ed6      \u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff0cLLM \u7406\u89e3\u610f\u56fe\u5e76\u603b\u7ed3\u8f93\u51fa\n            \u4f8b\uff1a\u67e5\u770b\u5f53\u524d\u76ee\u5f55, \u770b\u4e0b\u78c1\u76d8\u7a7a\u95f4\\\n\"\"\"", "originalFile": "\"\"\"FastAPI \u4e3b\u5165\u53e3\u3002\"\"\"\n\nimport asyncio\nimport logging\nimport os\nfrom contextlib import asynccontextmanager\nfrom typing import Any\n\nimport inngest\nimport inngest.fast_api\nimport uvicorn\nfrom fastapi import FastAPI\nfrom pydantic import BaseModel\n\nfrom butler.config import settings\nfrom butler.gateway.base import BaseGateway\nfrom butler.gateway.napcat import NapCatGateway\nfrom butler.gateway.telegram import TelegramGateway\nfrom butler.session.context import ContextManager\nfrom butler.workflows import inngest_client\nfrom butler.workflows.handle_message import handle_im_message\nfrom butler.workflows.guardrail import command_guardrail\n\nlogging.basicConfig(\n    level=getattr(logging, settings.log_level),\n    format=\"%(asctime)s - %(name)s - %(levelname)s - %(message)s\",\n)\nlogger = logging.getLogger(__name__)\n\n\nclass GatewayManager:\n    \"\"\"\u591a\u901a\u9053\u7f51\u5173\u7ba1\u7406\u5668\u3002\"\"\"\n\n    def __init__(self) -> None:\n        self.gateways: dict[str, BaseGateway] = {}\n        self._tasks: list[asyncio.Task[None]] = []\n\n    def register(self, gateway: BaseGateway) -> None:\n        \"\"\"\u6ce8\u518c\u7f51\u5173\u3002\"\"\"\n        self.gateways[gateway.name] = gateway\n\n    async def start_all(self) -> None:\n        \"\"\"\u542f\u52a8\u6240\u6709\u7f51\u5173\u3002\"\"\"\n        for name, gw in self.gateways.items():\n            gw.on_message(self._handle_message)\n            task = asyncio.create_task(gw.start())\n            self._tasks.append(task)\n            logger.info(f\"Gateway '{name}' started\")\n\n    async def _handle_message(self, user_id: str, content: str, channel: str) -> None:\n        \"\"\"\u7edf\u4e00\u6d88\u606f\u56de\u8c03\uff1a\u5904\u7406\u5e76\u56de\u590d\u3002\"\"\"\n        logger.info(f\"[{channel}] Message from {user_id}: {content[:50]}...\")\n        try:\n            result = await _process_message(user_id, content)\n            reply = result.get(\"reply\", \"\")\n            if reply and channel in self.gateways:\n                await self.gateways[channel].send_message(user_id, reply)\n                logger.info(f\"[{channel}] Replied to {user_id}\")\n        except Exception as e:\n            logger.error(f\"[{channel}] Error handling message: {e}\")\n            if channel in self.gateways:\n                await self.gateways[channel].send_message(user_id, f\"\u5904\u7406\u51fa\u9519\uff1a{e}\")\n\n    async def stop_all(self) -> None:\n        \"\"\"\u505c\u6b62\u6240\u6709\u7f51\u5173\u3002\"\"\"\n        for name, gw in self.gateways.items():\n            await gw.stop()\n            logger.info(f\"Gateway '{name}' stopped\")\n        for task in self._tasks:\n            task.cancel()\n\n\ndef _build_gateways() -> GatewayManager:\n    \"\"\"\u6839\u636e\u914d\u7f6e\u6784\u5efa\u7f51\u5173\u5b9e\u4f8b\u3002\"\"\"\n    mgr = GatewayManager()\n\n    for channel in settings.enabled_channels:\n        if channel == \"telegram\" and settings.telegram_bot_token:\n            mgr.register(TelegramGateway(\n                bot_token=[REDACTED],\n                allowed_chats=settings.telegram_allowed_chats,\n            ))\n        elif channel == \"napcat\":\n            mgr.register(NapCatGateway(\n                ws_url=settings.napcat_ws_url,\n                access_token=[REDACTED],\n            ))\n        else:\n            logger.warning(f\"Unknown channel: {channel}\")\n\n    return mgr\n\n\ngateway_manager = _build_gateways()\n\n\nasync def _process_message(user_id: str, content: str) -> dict[str, Any]:\n    \"\"\"\u6838\u5fc3\u6d88\u606f\u5904\u7406\u903b\u8f91\uff1a\u81ea\u7136\u8bed\u8a00 \u2192 \u547d\u4ee4 \u2192 \u6267\u884c \u2192 \u603b\u7ed3\u3002\"\"\"\n    from butler.session.wrapper import TmuxWrapper\n    from butler.session import SessionMode\n    from butler.security.guardrail import is_dangerous_command, get_danger_reason\n    from butler.agent import agent\n    from butler.


Output: {"filePath": "/root/projects/qq-shell/src/butler/main.py", "oldString": "async def _process_message(user_id: str, content: str) -> dict[str, Any]:\n    \"\"\"\u6838\u5fc3\u6d88\u606f\u5904\u7406\u903b\u8f91\uff1a\u81ea\u7136\u8bed\u8a00 \u2192 \u547d\u4ee4 \u2192 \u6267\u884c \u2192 \u603b\u7ed3\u3002\"\"\"\n    from butler.session.wrapper import TmuxWrapper\n    from butler.session import SessionMode\n    from butler.security.guardrail import is_dangerous_command, get_danger_reason\n    from butler.agent import agent\n    from butler.skills.log_skill import LogSkill\n\n    tmux = TmuxWrapper(session_prefix=settings.session_prefix)\n    log_skill = LogSkill()\n\n    # \u68c0\u67e5\u6743\u9650\n    if not settings.is_user_allowed(user_id):\n        return {\"reply\": f\"\u7528\u6237 {user_id} \u65e0\u6743\u9650\u4f7f\u7528\u6b64\u670d\u52a1\", \"mode\": \"unauthorized\"}\n\n    # \u83b7\u53d6\u6216\u521b\u5efa\u4f1a\u8bdd\n    session_name = tmux.get_or_create_session(user_id)\n\n    # \u68c0\u6d4b\u6a21\u5f0f\n    current_mode = tmux.detect_mode(session_name)\n\n    # \u4ea4\u4e92\u6a21\u5f0f\u76f4\u63a5\u900f\u4f20\n    if current_mode == SessionMode.INTERACTIVE:\n        tmux.send_keys(session_name, content, enter=False)\n        raw_output = tmux.capture_pane(session_name)\n        return {\"reply\": \"\u5df2\u53d1\u9001\u6309\u952e\u5230\u4ea4\u4e92\u7a0b\u5e8f\", \"mode\": \"interactive\"}\n\n    # \u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff1aLLM \u7406\u89e3\u610f\u56fe \u2192 \u751f\u6210\u547d\u4ee4\n    command = content\n    llm_failed = False\n\n    if agent.is_available():\n        context = {\n            \"pwd\": tmux.capture_pane(session_name)[-500:] if tmux.session_exists(session_name) else \"\",\n        }\n        command = await agent.understand(content, context)\n        logger.info(f\"Agent: '{content}' -> '{command}'\")\n\n        # LLM \u8fd4\u56de\u4e86\u539f\u59cb\u8f93\u5165 = \u8c03\u7528\u5931\u8d25\uff0c\u4e0d\u6267\u884c\n        if command == content:\n            llm_failed = True\n\n    if llm_failed:\n        return {\n            \"reply\": f\"\u26a0\ufe0f LLM \u670d\u52a1\u6682\u65f6\u4e0d\u53ef\u7528\uff0c\u672a\u80fd\u7406\u89e3\u6307\u4ee4\u3002\u8bf7\u7a0d\u540e\u91cd\u8bd5\u3002\\n\u539f\u59cb\u8f93\u5165: {content}\",\n            \"mode\": \"llm_error\",\n        }\n\n    # \u5371\u9669\u547d\u4ee4\u68c0\u67e5\n    if settings.guardrail_enabled and is_dangerous_command(command):\n        reason = get_danger_reason(command) or \"\u6f5c\u5728\u5371\u9669\u547d\u4ee4\"\n        return {\n            \"reply\": f\"\u26a0\ufe0f \u8be5\u64cd\u4f5c\u9700\u8981\u786e\u8ba4\uff1a{reason}\u3002\u5c06\u6267\u884c `{command}`\uff0c\u786e\u8ba4\u5417\uff1f\",\n            \"mode\": \"pending_approval\",\n            \"command\": command,\n        }\n\n    # \u6267\u884c\u547d\u4ee4\n    tmux.send_keys(session_name, command, enter=True)\n    await asyncio.sleep(0.5)\n    raw_output = tmux.capture_pane(session_name)\n\n    # \u8bb0\u5f55\u5230\u65e5\u5fd7\n    log_skill.log_command(user_id, session_name, command, raw_output[:2000])\n\n    # LLM \u603b\u7ed3\u8f93\u51fa\n    if agent.is_available():\n        reply = await agent.summarize(content, command, raw_output)\n        # summarize \u5931\u8d25\u65f6\u8fd4\u56de\u539f\u59cb\u8f93\u51fa + \u9519\u8bef\u63d0\u793a\n        if not reply:\n            reply = f\"\u26a0\ufe0f \u603b\u7ed3\u670d\u52a1\u6682\u65f6\u4e0d\u53ef\u7528\uff0c\u4ee5\u4e0b\u662f\u547d\u4ee4\u539f\u59cb\u8f93\u51fa:\\n\u6267\u884c\u4e86 `{command}`\\n{raw_output[-500:]}\"\n    else:\n        reply = f\"\u6267\u884c\u4e86 `{command}`\\n{raw_output[-500:]}\"\n\n    return {\"reply\": reply, \"mode\": \"nl\", \"command\": command}", "newString": "async def _process_message(user_id: str, content: str) -> dict[str, Any]:\n    \"\"\"\u6838\u5fc3\u6d88\u606f\u5904\u7406\u903b\u8f91\uff1a\u547d\u4ee4\u8def\u7531 \u2192 \u6267\u884c \u2192 \u603b\u7ed3\u3002\"\"\"\n    from butler.session.wrapper import TmuxWrapper\n    from butler.session import SessionMode\n    from butler.security.guardrail import is_dangerous_command, get_danger_reason\n    from butler.agent import agent\n    from butler.skills.log_skill import LogSkill\n\n    tmux = TmuxWrapper(session_prefix=settings.session_prefix)\n    log_skill = LogSkill()\n\n    # \u68c0\u67e5\u6743\u9650\n    if not settings.is_user_allowed(user_id):\n        return {\"reply\": f\"\u7528\u6237 {user_id} \u65e0\u6743\u9650\u4f7f\u7528\u6b64\u670d\u52a1\", \"mode\": \"unauthorized\", \"command\": \"\", \"raw_output\": \"\", \"session_id\": \"\"}\n\n    # ---- \u547d\u4ee4\u8def\u7531 ----\n\n    # /help\n    if content.strip() == \"/help\":\n        return {\"reply\": HELP_TEXT, \"mode\": \"command\", \"command\": \"/help\", \"raw_output\": \"\", \"session_id\": \"\"}\n\n    # /new: \u65b0\u5efa\u4f1a\u8bdd\n    if content.strip() == \"/new\":\n        ctx = context_manager.get(user_id)\n        new_seq = (ctx.seq + 1) if ct


Output: {"success": true, "taskId": "20", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "18", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"stdout": "superpowers", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"type": "create", "filePath": "/root/projects/qq-shell/docs/usage.md", "content": "# Butler-Shell \u4f7f\u7528\u8bf4\u660e\n\n## \u6982\u8ff0\n\nButler-Shell \u662f\u4e00\u4e2a\u901a\u8fc7 IM (Telegram/QQ) \u63a5\u6536\u6307\u4ee4\u7684\u6301\u4e45\u5316 Shell \u52a9\u624b\u3002\u5b83\u7ef4\u62a4\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a\u7684 tmux \u4f1a\u8bdd\uff0c\u652f\u6301\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u548c\u539f\u59cb\u547d\u4ee4\u6267\u884c\u3002\n\n## \u4ea4\u4e92\u6a21\u5f0f\n\n### \u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\uff08\u9ed8\u8ba4\uff09\n\n\u76f4\u63a5\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4f60\u60f3\u505a\u7684\u4e8b\u60c5\uff0cLLM \u4f1a\u7406\u89e3\u610f\u56fe\u3001\u751f\u6210\u547d\u4ee4\u3001\u603b\u7ed3\u8f93\u51fa\u3002\n\n```\n\u7528\u6237: \u67e5\u770b\u5f53\u524d\u76ee\u5f55\n\u56de\u590d: \u5f53\u524d\u76ee\u5f55\u4e0b\u5171\u6709 12 \u4e2a\u6587\u4ef6\u548c 3 \u4e2a\u5b50\u76ee\u5f55...\n\n\u7528\u6237: \u770b\u4e0b\u78c1\u76d8\u7a7a\u95f4\n\u56de\u590d: \u78c1\u76d8\u4f7f\u7528\u7387 65%\uff0c\u6839\u5206\u533a\u8fd8\u5269 120GB \u53ef\u7528\u7a7a\u95f4...\n```\n\n### \u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\uff08`!` \u524d\u7f00\uff09\n\n\u4ee5 `!` \u5f00\u5934\u7684\u6d88\u606f\u76f4\u63a5\u4f5c\u4e3a shell \u547d\u4ee4\u6267\u884c\uff0c\u8df3\u8fc7 LLM \u7406\u89e3\u548c\u603b\u7ed3\uff0c\u8fd4\u56de\u539f\u59cb\u7ec8\u7aef\u8f93\u51fa\u3002\n\n```\n\u7528\u6237: !ls -la\n\u56de\u590d: (\u539f\u59cb ls -la \u8f93\u51fa)\n\n\u7528\u6237: !df -h\n\u56de\u590d: (\u539f\u59cb df -h \u8f93\u51fa)\n```\n\n\u5371\u9669\u547d\u4ee4\u68c0\u67e5\u4ecd\u7136\u751f\u6548\u3002\n\n## \u547d\u4ee4\u5217\u8868\n\n| \u547d\u4ee4 | \u8bf4\u660e |\n|------|------|\n| `!<\u547d\u4ee4>` | \u539f\u59cb\u547d\u4ee4\u6a21\u5f0f\uff0c\u76f4\u63a5\u6267\u884c\uff0c\u8fd4\u56de\u539f\u59cb\u8f93\u51fa |\n| `/new` | \u65b0\u5efa\u4f1a\u8bdd\uff08\u65b0 tmux session + \u65b0 LLM \u4e0a\u4e0b\u6587\uff09 |\n| `/clear` | \u6e05\u7406\u5f53\u524d\u4f1a\u8bdd\u7684 LLM \u5bf9\u8bdd\u5386\u53f2\uff08\u4fdd\u7559 shell session\uff09 |\n| `/help` | \u663e\u793a\u4f7f\u7528\u8bf4\u660e |\n\n## \u4f1a\u8bdd\u7ba1\u7406\n\n\u6bcf\u4e2a\u4f1a\u8bdd\u7531 **tmux session** + **LLM \u5bf9\u8bdd\u4e0a\u4e0b\u6587** \u7ed1\u5b9a\u7ec4\u6210\uff1a\n\n- `/new` \u2014 \u521b\u5efa\u5168\u65b0\u7684 tmux session \u548c LLM \u4e0a\u4e0b\u6587\uff0c\u65e7\u4f1a\u8bdd\u4fdd\u7559\n- `/clear` \u2014 \u6e05\u7a7a LLM \u5bf9\u8bdd\u5386\u53f2\uff0cshell \u73af\u5883\u4e0d\u53d8\u3002\u9002\u7528\u4e8e\u4e0a\u4e0b\u6587\u8fc7\u957f\u6216\u8bdd\u9898\u5207\u6362\u65f6\n\n### \u4ea4\u4e92\u6a21\u5f0f\n\n\u5f53\u68c0\u6d4b\u5230 tmux \u4e2d\u8fd0\u884c\u4e86\u4ea4\u4e92\u5f0f\u7a0b\u5e8f\uff08vim, top, python \u7b49\uff09\uff0c\u81ea\u52a8\u5207\u6362\u5230\u4ea4\u4e92\u6a21\u5f0f\uff1a\n\n- \u6240\u6709\u8f93\u5165\u76f4\u63a5\u900f\u4f20\u5230 tmux\n- \u53d1\u9001 `C-c`\u3001`C-d` \u7b49\u7279\u6b8a\u6309\u952e\n- \u9000\u51fa\u4ea4\u4e92\u7a0b\u5e8f\u540e\u81ea\u52a8\u6062\u590d\u81ea\u7136\u8bed\u8a00\u6a21\u5f0f\n\n## API \u7aef\u70b9\n\n| \u7aef\u70b9 | \u65b9\u6cd5 | \u8bf4\u660e |\n|------|------|------|\n| `/health` | GET | \u670d\u52a1\u5b58\u6d3b\u68c0\u67e5 |\n| `/ready` | GET | \u670d\u52a1\u5c31\u7eea\u68c0\u67e5\uff08tmux + \u901a\u9053\u72b6\u6001\uff09 |\n| `/api/mock/message` | POST | \u6a21\u62df\u6d88\u606f\uff08\u6d4b\u8bd5\u7528\uff09\uff0cbody: `{\"user_id\": \"...\", \"content\": \"...\"}` |\n| `/api/raw-output` | GET | \u83b7\u53d6\u547d\u4ee4\u539f\u59cb\u8f93\u51fa\uff0c\u53c2\u6570: `user_id`, `limit` |\n| `/api/approval` | POST | \u5904\u7406\u5ba1\u6279\u54cd\u5e94\uff0c\u53c2\u6570: `user_id`, `approved` |\n\n### \u54cd\u5e94\u683c\u5f0f\n\n\u6240\u6709\u6d88\u606f\u5904\u7406\u8fd4\u56de\u7edf\u4e00\u7ed3\u6784\uff1a\n\n```json\n{\n  \"reply\": \"\u81ea\u7136\u8bed\u8a00\u603b\u7ed3\u6216\u539f\u59cb\u8f93\u51fa\",\n  \"mode\": \"nl|raw|command|interactive|pending_approval|llm_error|unauthorized\",\n  \"command\": \"\u5b9e\u9645\u6267\u884c\u7684\u547d\u4ee4\",\n  \"raw_output\": \"\u547d\u4ee4\u539f\u59cb\u8f93\u51fa\",\n  \"session_id\": \"butler_user123_1\"\n}\n```\n\n## \u914d\u7f6e\n\n\u901a\u8fc7 `.env` \u6587\u4ef6\u6216\u73af\u5883\u53d8\u91cf\u914d\u7f6e\uff1a\n\n| \u53d8\u91cf | \u8bf4\u660e | \u9ed8\u8ba4\u503c |\n|------|------|--------|\n| `ANTHROPIC_API_KEY` | LLM API \u5bc6\u94a5 | \u5fc5\u586b |\n| `ANTHROPIC_BASE_URL` | API \u4ee3\u7406\u5730\u5740 | https://api.anthropic.com |\n| `ANTHROPIC_MODEL` | \u4f7f\u7528\u7684\u6a21\u578b | claude-sonnet-4-20250514 |\n| `TELEGRAM_BOT_TOKEN` | Telegram Bot Token | \u53ef\u9009 |\n| `NAPCAT_WS_URL` | NapCatQQ WebSocket \u5730\u5740 | \u53ef\u9009 |\n| `BUTLER_ENABLED_CHANNELS` | \u542f\u7528\u7684\u901a\u9053 | `[\"telegram\"]` |\n| `BUTLER_ALLOWED_USERS` | \u5141\u8bb8\u7684\u7528\u6237 ID | \u7a7a=\u5141\u8bb8\u6240\u6709 |\n| `BUTLER_GUARDRAIL_ENABLED` | \u5371\u9669\u547d\u4ee4\u68c0\u67e5 | true |\n", "structuredPatch": [], "originalFil


Output: {"success": true, "taskId": "20", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "21", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"stdout": "tests/test_guardrail.py::TestDangerousCommandDetection::test_sudo_detection PASSED [ 26%]\ntests/test_guardrail.py::TestDangerousCommandDetection::test_command_injection_detection PASSED [ 28%]\ntests/test_guardrail.py::TestDangerousCommandDetection::test_disk_operations_detection PASSED [ 30%]\ntests/test_guardrail.py::TestDangerousCommandDetection::test_system_operations_detection PASSED [ 32%]\ntests/test_guardrail.py::TestDangerousCommandDetection::test_safe_rm_single_file PASSED [ 34%]\ntests/test_sanitizer.py::test_sanitize_password PASSED                   [ 36%]\ntests/test_sanitizer.py::test_sanitize_api_key PASSED                    [ 38%]\ntests/test_sanitizer.py::test_sanitize_bearer_token PASSED               [ 40%]\ntests/test_sanitizer.py::test_sanitize_private_key PASSED                [ 42%]\ntests/test_sanitizer.py::test_sanitize_preserves_safe_content PASSED     [ 44%]\ntests/test_sanitizer.py::test_sanitize_multiple_secrets PASSED           [ 46%]\ntests/test_skills.py::TestSkillBase::test_skill_matches_trigger PASSED   [ 48%]\ntests/test_skills.py::TestSkillBase::test_skill_context_creation PASSED  [ 50%]\ntests/test_skills.py::TestSkillBase::test_skill_result_creation PASSED   [ 52%]\ntests/test_skills.py::TestSkillRegistry::test_register_skill PASSED      [ 54%]\ntests/test_skills.py::TestSkillRegistry::test_find_matching_skill PASSED [ 56%]\ntests/test_skills.py::TestSkillRegistry::test_find_no_matching_skill PASSED [ 58%]\ntests/test_state.py::test_session_mode_enum PASSED                       [ 60%]\ntests/test_state.py::test_pty_state_enum PASSED                          [ 62%]\ntests/test_state.py::test_session_state_creation PASSED                  [ 64%]\ntests/test_state.py::test_session_state_default_mode PASSED              [ 66%]\ntests/test_state.py::test_session_state_touch PASSED                     [ 68%]\ntests/test_state.py::test_message_context_creation PASSED                [ 70%]\ntests/test_state.py::test_message_context_command_detection PASSED       [ 72%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_create_session PASSED  [ 74%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_session_exists_true PASSED [ 76%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_session_exists_false PASSED [ 78%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_kill_session PASSED    [ 80%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_send_keys_normal PASSED [ 82%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_send_keys_no_enter PASSED [ 84%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_send_keys_special_key PASSED [ 86%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_send_raw PASSED        [ 88%]\ntests/test_wrapper.py::TestTmuxWrapperBasic::test_capture_pane PASSED    [ 90%]\ntests/test_wrapper.py::TestTmuxWrapperModeDetection::test_get_active_process_vim PASSED [ 92%]\ntests/test_wrapper.py::TestTmuxWrapperModeDetection::test_get_active_process_top PASSED [ 94%]\ntests/test_wrapper.py::TestTmuxWrapperModeDetection::test_get_active_process_shell_only PASSED [ 96%]\ntests/test_wrapper.py::TestTmuxWrapperModeDetection::test_detect_mode_vim PASSED [ 98%]\ntests/test_wrapper.py::TestTmuxWrapperModeDetection::test_detect_mode_normal PASSED [100%]\n\n============================== 50 passed in 0.28s ==============================", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "COMMAND     PID USER FD   TYPE    DEVICE SIZE/OFF NODE NAME\npython  3495459 root 6u  IPv4 140299801      0t0  TCP *:micromuse-ncpw (LISTEN)", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false, "backgroundTaskId": "birdbt4zp"}


Output: {"stdout": "{\"status\":\"ok\"}", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "{\n    \"reply\": \"Butler-Shell \\u4f7f\\u7528\\u8bf4\\u660e\\uff1a\\n  !<\\u547d\\u4ee4>   \\u539f\\u59cb\\u547d\\u4ee4\\u6a21\\u5f0f\\uff0c\\u8df3\\u8fc7 LLM\\uff0c\\u76f4\\u63a5\\u6267\\u884c\\u5e76\\u8fd4\\u56de\\u539f\\u59cb\\u8f93\\u51fa\\n            \\u4f8b\\uff1a!ls -la, !df -h\\n  /new      \\u65b0\\u5efa\\u4f1a\\u8bdd\\uff08\\u65b0 tmux session + \\u65b0 LLM \\u4e0a\\u4e0b\\u6587\\uff09\\n  /clear    \\u6e05\\u7406\\u5f53\\u524d\\u4f1a\\u8bdd\\u7684 LLM \\u5bf9\\u8bdd\\u5386\\u53f2\\uff08\\u4fdd\\u7559 shell session\\uff09\\n  /help     \\u663e\\u793a\\u672c\\u5e2e\\u52a9\\u4fe1\\u606f\\n  \\u5176\\u4ed6      \\u81ea\\u7136\\u8bed\\u8a00\\u6a21\\u5f0f\\uff0cLLM \\u7406\\u89e3\\u610f\\u56fe\\u5e76\\u603b\\u7ed3\\u8f93\\u51fa\\n            \\u4f8b\\uff1a\\u67e5\\u770b\\u5f53\\u524d\\u76ee\\u5f55, \\u770b\\u4e0b\\u78c1\\u76d8\\u7a7a\\u95f4\",\n    \"mode\": \"command\",\n    \"command\": \"/help\",\n    \"raw_output\": \"\",\n    \"session_id\": \"\"\n}", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "{\n    \"reply\": \"htho+ 3488714  1.3  0.6  63604 54820 ?        S    17:32   0:00 python -m uvicorn butler.app:create_app --factory --host 0.0.0.0 --\\nport 8199\\nroot     2492282  0.9  5.6 12093464 444104 pts/14 Sl+ Apr07  28:42 claude\\nroot     3489726  0.9  0.0  10928  6496 ?        Ss   17:32   0:00 /bin/bash -c source /root/.claude/shell-snapshots/snapshot-bash-177\\n5552620160-9kk8tq.sh 2>/dev/null || true && shopt -u extglob 2>/dev/null || true && eval 'python scripts/mock_test.py \\u5f53\\u524d\\u54ea\\u4e2a\\u8fdb\\u7a0b\\u5360\\u7528\\n\\u8d44\\u6e90\\u6700\\u591a 2>&1' < /dev/null && pwd -P >| /tmp/claude-f248-cwd\\nroot      906803  0.9  0.2 768592 16980 ?        Sl   Feb27 544:18 barad_agent\\nroot     2966228  0.4  1.1 1084240 91928 ?       Ssl  Mar04 235:31 /usr/local/qcloud/YunJing/YDEyes/YDService\\n(venv) [root@VM-8-2-opencloudos qq-shell]# ls -la\\ntotal 56\\ndrwxr-xr-x 12 root root  4096 Apr  9 17:15  .\\ndrwxr-xr-x 12  501 games 4096 Apr  9 14:55  ..\\n-rw-r--r--  1 root root  1503 Apr  9 16:35 '=20.0'\\ndrwxr-xr-x  2 root root    33 Apr  9 15:14  .claude\\n-rw-r--r--  1 root root  2372 Apr  9 17:09  CLAUDE.md\\n-rw-r--r--  1 root root   400 Apr  8 10:57  config.yaml\\ndrwxr-xr-x  2 root root    21 Apr  9 17:38  data\\n-rw-r--r--  1 root root   823 Apr  9 17:05  docker-compose.yml\\n-rw-r--r--  1 root root   349 Apr  8 11:00  Dockerfile\\ndrwxr-xr-x  3 root root    41 Apr  9 17:49  docs\\n-rw-r--r--  1 root root   631 Apr  9 17:15  .env\\n-rw-r--r--  1 root root   606 Apr  9 17:11  .env.example\\ndrwxr-xr-x  3 root root    56 Apr  8 13:04  .mypy_cache\\n-rw-r--r--  1 root root   950 Apr  9 17:08  pyproject.toml\\ndrwxr-xr-x  3 root root    70 Apr  8 12:29  .pytest_cache\\n-rw-r--r--  1 root root  4371 Apr  9 17:08  README.md\\n-rw-r--r--  1 root root   215 Apr  9 16:34  requirements.txt\\ndrwxr-xr-x  3 root root    58 Apr  8 12:31  .ruff_cache\\ndrwxr-xr-x  2 root root    26 Apr  9 17:05  scripts\\ndrwxr-xr-x  4 root root    49 Apr  8 11:38  src\\ndrwxr-xr-x  3 root root  4096 Apr  8 12:31  tests\\ndrwxr-xr-x  5 root root    74 Apr  7 16:57  venv\\n(venv) [root@VM-8-2-opencloudos qq-shell]#\\n\\n\\n\\n\",\n    \"mode\": \"raw\",\n    \"command\": \"ls -la\",\n    \"raw_output\": \"htho+ 3488714  1.3  0.6  63604 54820 ?        S    17:32   0:00 python -m uvicorn butler.app:create_app --factory --host 0.0.0.0 --\\nport 8199\\nroot     2492282  0.9  5.6 12093464 444104 pts/14 Sl+ Apr07  28:42 claude\\nroot     3489726  0.9  0.0  10928  6496 ?        Ss   17:32   0:00 /bin/bash -c source /root/.claude/shell-snapshots/snapshot-bash-177\\n5552620160-9kk8tq.sh 2>/dev/null || true && shopt -u extglob 2>/dev/null || true && eval 'python scripts/mock_test.py \\u5f53\\u524d\\u54ea\\u4e2a\\u8fdb\\u7a0b\\u5360\\u7528\\n\\u8d44\\u6e90\\u6700\\u591a 2>&1' < /dev/null && pwd -P >| /tmp/claude-f248-cwd\\nroot      906803  0.9  0.2 768592 16980 ?        Sl   Feb27 544:18 barad_agent\\nroot     2966228  0.4  1.1 1084240 91928 ?       Ssl  Mar04 235:31 /usr/local/qcloud/YunJing/YDEyes/YDService\\n(venv) [root@VM-8-2-opencloudos qq-shell]# ls -la\\ntotal 56\\ndrwxr-xr-x 12 root root  4096 Apr  9 17:15  .\\ndrwxr-xr-x 12  501 games 4096 Apr  9 14:55  ..\\n-rw-r--r--  1 root root  1503 Apr  9 16:35 '=20.0'\\ndrwxr-xr-x  2 root root    33 Apr  9 15:14  .claude\\n-rw-r--r--  1 root root  2372 Apr  9 17:09  CLAUDE.md\\n-rw-r--r--  1 root root   400 Apr  8 10:57  config.yaml\\ndrwxr-xr-x  2 root root    21 Apr  9 17:38  data\\n-rw-r--r--  1 root root   823 Apr  9 17:05  docker-compose.yml\\n-rw-r--r--  1 root root   349 Apr  8 11:00  Dockerfile\\ndrwxr-xr-x  3 root root    41 Apr  9 17:49  docs\\n-rw-r--r--  1 root root   631 Apr  9 17:15  .env\\n-rw-r--r--  1 root root   606 Apr  9 17:11  .env.example\\ndrwxr-xr-x  3 root root    56 Apr  8 13:04  .mypy_cache\\n-rw-r--r--  1 root root   950 Apr  9 17:08  pyproject.toml\\ndrwxr-xr-x  3 root root    70 Apr  8 12:29  .pytest_cache\\n-rw-r--r--  1 root root  4371 Apr  9 17:08  README.md\\n-rw-r--r--  1 root root   215 Apr  9 16:34  requirements.txt\\ndrwxr-xr-x  3 root root    58 Apr  8 12:31  .ruff_cache\\ndrwxr-xr-x  2 root root    26 Apr  9 17:05  scripts\\ndrwxr-xr-x  4 root root    49 Apr  8 11:38  src\\ndrwxr-xr-x  3 root root  4096 Apr  8 12:31  tests\\ndrwxr-xr-x  5 root root    74 Apr  7 16:57  venv\\n(venv) [root@VM-8-2-opencloudos qq-shell]#\\n\\n\\n\\n\",\n    \"session_id\": \"butler_test_user_001\"\n}", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "{\n    \"reply\": \"\\u5df2\\u521b\\u5efa\\u65b0\\u4f1a\\u8bdd: butler_test_user_001_2 (#2)\\n\\u65e7\\u4f1a\\u8bdd butler_test_user_001 \\u4ecd\\u4fdd\\u7559\",\n    \"mode\": \"command\",\n    \"command\": \"/new\",\n    \"raw_output\": \"\",\n    \"session_id\": \"butler_test_user_001_2\"\n}", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "{\n    \"reply\": \"\\u5df2\\u6e05\\u7406 LLM \\u5bf9\\u8bdd\\u5386\\u53f2 (\\u4f1a\\u8bdd: butler_test_user_001_2)\",\n    \"mode\": \"command\",\n    \"command\": \"/clear\",\n    \"raw_output\": \"\",\n    \"session_id\": \"butler_test_user_001_2\"\n}", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"success": true, "taskId": "21", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"task": {"id": "22", "subject": "\u591a\u4f1a\u8bdd\u7ba1\u7406\uff1a/list /rename /del /enter"}}


Output: {"success": true, "taskId": "22", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"type": "text", "file": {"filePath": "/root/projects/qq-shell/src/butler/session/context.py", "content": "\"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406\uff1aLLM \u5bf9\u8bdd\u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n\nfrom dataclasses import dataclass, field\n\n\n@dataclass\nclass SessionContext:\n    \"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff1aLLM \u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n\n    session_id: str\n    user_id: str\n    seq: int = 1\n    llm_messages: list[dict] = field(default_factory=list)\n\n\nclass ContextManager:\n    \"\"\"\u7ba1\u7406\u6240\u6709\u7528\u6237\u7684\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n\n    def __init__(self) -> None:\n        self._contexts: dict[str, SessionContext] = {}\n\n    def get_or_create(self, user_id: str, session_id: str) -> SessionContext:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n        if user_id not in self._contexts:\n            self._contexts[user_id] = SessionContext(\n                session_id=session_id,\n                user_id=user_id,\n                seq=1,\n            )\n        return self._contexts[user_id]\n\n    def new_session(self, user_id: str, session_id: str, seq: int) -> SessionContext:\n        \"\"\"\u65b0\u5efa\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff08\u65b0\u7684 LLM \u5386\u53f2 + \u65b0\u7684 session_id\uff09\u3002\"\"\"\n        ctx = SessionContext(\n            session_id=session_id,\n            user_id=user_id,\n            seq=seq,\n        )\n        self._contexts[user_id] = ctx\n        return ctx\n\n    def clear_context(self, user_id: str) -> SessionContext | None:\n        \"\"\"\u6e05\u7406 LLM \u5bf9\u8bdd\u5386\u53f2\uff0c\u4fdd\u7559 session_id \u548c seq\u3002\"\"\"\n        ctx = self._contexts.get(user_id)\n        if ctx is None:\n            return None\n        ctx.llm_messages = []\n        return ctx\n\n    def add_message(self, user_id: str, role: str, content: str) -> None:\n        \"\"\"\u8ffd\u52a0\u4e00\u6761 LLM \u5bf9\u8bdd\u8bb0\u5f55\u3002\"\"\"\n        ctx = self._contexts.get(user_id)\n        if ctx is None:\n            return\n        ctx.llm_messages.append({\"role\": role, \"content\": content})\n\n    def get(self, user_id: str) -> SessionContext | None:\n        \"\"\"\u83b7\u53d6\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n        return self._contexts.get(user_id)\n", "numLines": 60, "startLine": 1, "totalLines": 60}}


Output: {"type": "update", "filePath": "/root/projects/qq-shell/src/butler/session/context.py", "content": "\"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406\uff1aLLM \u5bf9\u8bdd\u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n\nfrom dataclasses import dataclass, field\n\n\n@dataclass\nclass SessionContext:\n    \"\"\"\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff1aLLM \u5386\u53f2 + Shell Session \u7ed1\u5b9a\u3002\"\"\"\n\n    session_id: str\n    user_id: str\n    seq: int = 1\n    name: str = \"\"\n    llm_messages: list[dict] = field(default_factory=list)\n\n    @property\n    def display_name(self) -> str:\n        \"\"\"\u663e\u793a\u540d\u79f0\uff1a\u81ea\u5b9a\u4e49\u540d > session_id\u3002\"\"\"\n        return self.name or self.session_id\n\n\n@dataclass\nclass UserSessions:\n    \"\"\"\u7528\u6237\u7684\u6240\u6709\u4f1a\u8bdd\u3002\"\"\"\n\n    user_id: str\n    sessions: dict[str, SessionContext] = field(default_factory=dict)\n    active_session_id: str = \"\"\n    _next_seq: int = 1\n\n    @property\n    def active(self) -> SessionContext | None:\n        \"\"\"\u5f53\u524d\u6d3b\u8dc3\u4f1a\u8bdd\u3002\"\"\"\n        return self.sessions.get(self.active_session_id)\n\n\nclass ContextManager:\n    \"\"\"\u7ba1\u7406\u6240\u6709\u7528\u6237\u7684\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n\n    def __init__(self) -> None:\n        self._users: dict[str, UserSessions] = {}\n\n    def _get_or_create_user(self, user_id: str) -> UserSessions:\n        \"\"\"\u83b7\u53d6\u6216\u521b\u5efa\u7528\u6237\u4f1a\u8bdd\u96c6\u5408\u3002\"\"\"\n        if user_id not in self._users:\n            self._users[user_id] = UserSessions(user_id=user_id)\n        return self._users[user_id]\n\n    def get_or_create(self, user_id: str, session_id: str) -> SessionContext:\n        \"\"\"\u83b7\u53d6\u6d3b\u8dc3\u4f1a\u8bdd\uff0c\u6216\u521b\u5efa\u9ed8\u8ba4\u4f1a\u8bdd\u3002\"\"\"\n        user = self._get_or_create_user(user_id)\n        if user.active:\n            return user.active\n\n        ctx = SessionContext(\n            session_id=session_id,\n            user_id=user_id,\n            seq=user._next_seq,\n        )\n        user.sessions[session_id] = ctx\n        user.active_session_id = session_id\n        user._next_seq += 1\n        return ctx\n\n    def new_session(self, user_id: str, session_id: str, seq: int) -> SessionContext:\n        \"\"\"\u65b0\u5efa\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n        user = self._get_or_create_user(user_id)\n        ctx = SessionContext(\n            session_id=session_id,\n            user_id=user_id,\n            seq=seq,\n        )\n        user.sessions[session_id] = ctx\n        user.active_session_id = session_id\n        user._next_seq = max(user._next_seq, seq + 1)\n        return ctx\n\n    def clear_context(self, user_id: str) -> SessionContext | None:\n        \"\"\"\u6e05\u7406\u6d3b\u8dc3\u4f1a\u8bdd\u7684 LLM \u5bf9\u8bdd\u5386\u53f2\u3002\"\"\"\n        user = self._users.get(user_id)\n        if user is None or user.active is None:\n            return None\n        user.active.llm_messages = []\n        return user.active\n\n    def add_message(self, user_id: str, role: str, content: str) -> None:\n        \"\"\"\u8ffd\u52a0\u4e00\u6761 LLM \u5bf9\u8bdd\u8bb0\u5f55\u5230\u6d3b\u8dc3\u4f1a\u8bdd\u3002\"\"\"\n        user = self._users.get(user_id)\n        if user is None or user.active is None:\n            return\n        user.active.llm_messages.append({\"role\": role, \"content\": content})\n\n    def get(self, user_id: str) -> SessionContext | None:\n        \"\"\"\u83b7\u53d6\u6d3b\u8dc3\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002\"\"\"\n        user = self._users.get(user_id)\n        if user is None:\n            return None\n        return user.active\n\n    def list_sessions(self, user_id: str) -> list[SessionContext]:\n        \"\"\"\u5217\u51fa\u7528\u6237\u7684\u6240\u6709\u4f1a\u8bdd\u3002\"\"\"\n        user = self._users.get(user_id)\n        if user is None:\n            return []\n        return list(user.sessions.values())\n\n    def get_active_session_id(self, user_id: str) -> str:\n        \"\"\"\u83b7\u53d6\u6d3b\u8dc3\u4f1a\u8bdd ID\u3002\"\"\"\n        user = self._users.get(user_id)\n        if user is None:\n            return \"\"\n        return user.active_session_id\n\n    def switch_session(self, user_id: str, session_id: str) -> SessionContext | None:\n        \"\"\"\u5207\u6362\u5230\u6307\u5b9a\u4f1a\u8bdd\u3002\"\"\"\n        user = self._users.get(user_id)\n        if user is None or session_id not in user.sessions:\n            return None\n        user.active_session_id = session_id\n        return user.active\n\n    def rename_session(self, user_id: str, session_id: str, new_name: str) -> SessionContext | None:\n        \"\"\"\u91cd\u547d\u540d\u4f1a\u8bdd\u3002\"\"\"\n        user = self._users.get(user_id)\n        if user is None or session_id not in user.sessions:\n            return None\n        user.sessions[session_id]